premise
stringlengths
270
9.17k
hypothesis
stringlengths
21
46
relation
stringclasses
3 values
id
stringlengths
75
93
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
E and F together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=5__node_j=6__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both E and F.
contradiction
num_nodes=6__mec_id=8__node_i=5__node_j=6__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F directly affects A.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
A directly affects F.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
A influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F and A together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both F and A.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=1__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F directly affects B.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
B directly affects F.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
B influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F and B together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both F and B.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=2__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F directly affects C.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
C directly affects F.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
C influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F and C together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both F and C.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=3__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F directly affects D.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F influences D through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
D directly affects F.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
D influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F and D together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both F and D.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=4__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F directly affects E.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F influences E through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
E directly affects F.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
E influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
F and E together cause some other variable(s).
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with D. B correlates with C. However, A is independent of B. A and B are independent given C. A and B are independent given C and D. A and B are independent given C, D and E. A and B are independent given C, D, E and F. A and B are independent given C, D and F. A and B are independent given C and E. A and B are independent given C, E and F. A and B are independent given C and F. A and B are independent given D. A and B are independent given D and E. A and B are independent given D, E and F. A and B are independent given D and F. A and B are independent given E. A and B are independent given E and F. A and B are independent given F. A is independent of C. A and C are independent given B. A and C are independent given B and D. A and C are independent given B, D and E. A and C are independent given B, D, E and F. A and C are independent given B, D and F. A and C are independent given B and E. A and C are independent given B, E and F. A and C are independent given B and F. A and C are independent given D. A and C are independent given D and E. A and C are independent given D, E and F. A and C are independent given D and F. A and C are independent given E. A and C are independent given E and F. A and C are independent given F. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B, C, D and F. A and E are independent given B, C and F. A and E are independent given B and D. A and E are independent given B, D and F. A and E are independent given B and F. A and E are independent given C. A and E are independent given C and D. A and E are independent given C, D and F. A and E are independent given C and F. A and E are independent given D. A and E are independent given D and F. A and E are independent given F. A is independent of F. A and F are independent given B. A and F are independent given B and C. A and F are independent given B, C and D. A and F are independent given B, C, D and E. A and F are independent given B, C and E. A and F are independent given B and D. A and F are independent given B, D and E. A and F are independent given B and E. A and F are independent given C. A and F are independent given C and D. A and F are independent given C, D and E. A and F are independent given C and E. A and F are independent given D. A and F are independent given D and E. A and F are independent given E. B is independent of D. B and D are independent given A. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B and D are independent given A and E. B and D are independent given A, E and F. B and D are independent given A and F. B and D are independent given C. B and D are independent given C and E. B and D are independent given C, E and F. B and D are independent given C and F. B and D are independent given E. B and D are independent given E and F. B and D are independent given F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given A, D and F. B and E are independent given A and F. B and E are independent given C. B and E are independent given C and D. B and E are independent given C, D and F. B and E are independent given C and F. B and E are independent given D. B and E are independent given D and F. B and E are independent given F. B is independent of F. B and F are independent given A. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. B and F are independent given A and D. B and F are independent given A, D and E. B and F are independent given A and E. B and F are independent given C. B and F are independent given C and D. B and F are independent given C, D and E. B and F are independent given C and E. B and F are independent given D. B and F are independent given D and E. B and F are independent given E. C is independent of D. C and D are independent given A. C and D are independent given A and B. C and D are independent given A, B and E. C and D are independent given A, B, E and F. C and D are independent given A, B and F. C and D are independent given A and E. C and D are independent given A, E and F. C and D are independent given A and F. C and D are independent given B. C and D are independent given B and E. C and D are independent given B, E and F. C and D are independent given B and F. C and D are independent given E. C and D are independent given E and F. C and D are independent given F. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A, B, D and F. C and E are independent given A, B and F. C and E are independent given A and D. C and E are independent given A, D and F. C and E are independent given A and F. C and E are independent given B. C and E are independent given B and D. C and E are independent given B, D and F. C and E are independent given B and F. C and E are independent given D. C and E are independent given D and F. C and E are independent given F. C is independent of F. C and F are independent given A. C and F are independent given A and B. C and F are independent given A, B and D. C and F are independent given A, B, D and E. C and F are independent given A, B and E. C and F are independent given A and D. C and F are independent given A, D and E. C and F are independent given A and E. C and F are independent given B. C and F are independent given B and D. C and F are independent given B, D and E. C and F are independent given B and E. C and F are independent given D. C and F are independent given D and E. C and F are independent given E. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A, B, C and F. D and E are independent given A, B and F. D and E are independent given A and C. D and E are independent given A, C and F. D and E are independent given A and F. D and E are independent given B. D and E are independent given B and C. D and E are independent given B, C and F. D and E are independent given B and F. D and E are independent given C. D and E are independent given C and F. D and E are independent given F. D is independent of F. D and F are independent given A. D and F are independent given A and B. D and F are independent given A, B and C. D and F are independent given A, B, C and E. D and F are independent given A, B and E. D and F are independent given A and C. D and F are independent given A, C and E. D and F are independent given A and E. D and F are independent given B. D and F are independent given B and C. D and F are independent given B, C and E. D and F are independent given B and E. D and F are independent given C. D and F are independent given C and E. D and F are independent given E. E is independent of F. E and F are independent given A. E and F are independent given A and B. E and F are independent given A, B and C. E and F are independent given A, B, C and D. E and F are independent given A, B and D. E and F are independent given A and C. E and F are independent given A, C and D. E and F are independent given A and D. E and F are independent given B. E and F are independent given B and C. E and F are independent given B, C and D. E and F are independent given B and D. E and F are independent given C. E and F are independent given C and D. E and F are independent given D.
Some variable(s) cause(s) both F and E.
contradiction
num_nodes=6__mec_id=8__node_i=6__node_j=5__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects B.
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=parent__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects A.
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=child__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A and B together cause some other variable(s).
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=has_collider__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both A and B.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=2__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects C.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences C through some mediator(s).
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=non-parent_ancestor__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C directly affects A.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C influences A through some mediator(s).
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=non-child_descendant__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A and C together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both A and C.
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=3__causal_relation=has_confounder__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects D.
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=parent__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences D through some mediator(s).
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=non-parent_ancestor__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
D directly affects A.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
D influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A and D together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both A and D.
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=4__causal_relation=has_confounder__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects E.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences E through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
E directly affects A.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
E influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A and E together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both A and E.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=5__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects F.
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=parent__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences F through some mediator(s).
entailment
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=non-parent_ancestor__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
F directly affects A.
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
F influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A and F together cause some other variable(s).
contradiction
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both A and F.
neutral
num_nodes=6__mec_id=1772__node_i=1__node_j=6__causal_relation=has_confounder__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects A.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=parent__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects B.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=child__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B and A together cause some other variable(s).
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=has_collider__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both B and A.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=1__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects C.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=parent__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C directly affects B.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=child__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B and C together cause some other variable(s).
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=has_collider__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both B and C.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=3__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects D.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences D through some mediator(s).
entailment
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=non-parent_ancestor__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
D directly affects B.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
D influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B and D together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both B and D.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=4__causal_relation=has_confounder__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects E.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences E through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=non-parent_ancestor__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
E directly affects B.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
E influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B and E together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both B and E.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=5__causal_relation=has_confounder__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B directly affects F.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B influences F through some mediator(s).
entailment
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=non-parent_ancestor__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
F directly affects B.
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
F influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=non-child_descendant__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
B and F together cause some other variable(s).
contradiction
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=has_collider__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both B and F.
neutral
num_nodes=6__mec_id=1772__node_i=2__node_j=6__causal_relation=has_confounder__prob=0.67
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C directly affects A.
contradiction
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=parent__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C influences A through some mediator(s).
neutral
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=non-parent_ancestor__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A directly affects C.
contradiction
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=child__prob=0.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
A influences C through some mediator(s).
neutral
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=non-child_descendant__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C and A together cause some other variable(s).
entailment
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=has_collider__prob=1.00
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
Some variable(s) cause(s) both C and A.
neutral
num_nodes=6__mec_id=1772__node_i=3__node_j=1__causal_relation=has_confounder__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C directly affects B.
neutral
num_nodes=6__mec_id=1772__node_i=3__node_j=2__causal_relation=parent__prob=0.33
Suppose there is a closed system of 6 variables, A, B, C, D, E and F. All the statistical relations among these 6 variables are as follows: A correlates with B. A correlates with C. A correlates with D. A correlates with F. B correlates with C. B correlates with D. B correlates with F. C correlates with D. C correlates with F. D correlates with F. E correlates with F. However, A and C are independent given B. A and C are independent given B and E. A is independent of E. A and E are independent given B. A and E are independent given B and C. A and E are independent given B, C and D. A and E are independent given B and D. A and E are independent given C. A and E are independent given C and D. A and E are independent given D. B and D are independent given A and C. B and D are independent given A, C and E. B and D are independent given A, C, E and F. B and D are independent given A, C and F. B is independent of E. B and E are independent given A. B and E are independent given A and C. B and E are independent given A, C and D. B and E are independent given A, C, D and F. B and E are independent given A, C and F. B and E are independent given A and D. B and E are independent given C. B and E are independent given C and D. B and E are independent given D. B and F are independent given A and C. B and F are independent given A, C and D. B and F are independent given A, C, D and E. B and F are independent given A, C and E. C is independent of E. C and E are independent given A. C and E are independent given A and B. C and E are independent given A, B and D. C and E are independent given A and D. C and E are independent given B. C and E are independent given B and D. C and E are independent given D. D is independent of E. D and E are independent given A. D and E are independent given A and B. D and E are independent given A, B and C. D and E are independent given A and C. D and E are independent given B. D and E are independent given B and C. D and E are independent given C.
C influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=1772__node_i=3__node_j=2__causal_relation=non-parent_ancestor__prob=0.00