premise
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9.17k
hypothesis
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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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A and F together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=1__node_j=6__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both A and F.
contradiction
num_nodes=6__mec_id=550__node_i=1__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects A.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=1__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A directly affects B.
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B and A together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both B and A.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects B.
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B and C together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both B and C.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects D.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences D through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects B.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B and D together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both B and D.
neutral
num_nodes=6__mec_id=550__node_i=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects E.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences E through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=5__causal_relation=non-parent_ancestor__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E directly affects B.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B and E together cause some other variable(s).
contradiction
num_nodes=6__mec_id=550__node_i=2__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both B and E.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects F.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences F through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=6__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F directly affects B.
neutral
num_nodes=6__mec_id=550__node_i=2__node_j=6__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F influences B through some mediator(s).
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B and F together cause some other variable(s).
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both B and F.
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects A.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A directly affects C.
contradiction
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C and A together cause some other variable(s).
entailment
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both C and A.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects B.
neutral
num_nodes=6__mec_id=550__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C and B together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both C and B.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects D.
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences D through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C and D together cause some other variable(s).
entailment
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both C and D.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects E.
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences E through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=5__causal_relation=non-parent_ancestor__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C and E together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=5__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both C and E.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects F.
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=6__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences F through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__node_j=6__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C and F together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=3__node_j=6__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both C and F.
contradiction
num_nodes=6__mec_id=550__node_i=3__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects A.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=1__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A directly affects D.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=1__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A influences D through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D and A together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=1__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both D and A.
neutral
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects B.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 B. A correlates with D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B directly affects D.
neutral
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
B influences D through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D and B together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both D and B.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=2__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects C.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences C through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C directly affects D.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=3__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
C influences D through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D and C together cause some other variable(s).
entailment
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both D and C.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects E.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences E through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E directly affects D.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E influences D through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D and E together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=5__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both D and E.
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D directly affects F.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D influences F through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=6__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F directly affects D.
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
F influences D through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
D and F together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=4__node_j=6__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both D and F.
neutral
num_nodes=6__mec_id=550__node_i=4__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E directly affects A.
contradiction
num_nodes=6__mec_id=550__node_i=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E influences A through some mediator(s).
contradiction
num_nodes=6__mec_id=550__node_i=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A directly affects E.
neutral
num_nodes=6__mec_id=550__node_i=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
A influences E through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=5__node_j=1__causal_relation=non-child_descendant__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E and A together cause some other variable(s).
neutral
num_nodes=6__mec_id=550__node_i=5__node_j=1__causal_relation=has_collider__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
Some variable(s) cause(s) both E and A.
neutral
num_nodes=6__mec_id=550__node_i=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E directly affects B.
neutral
num_nodes=6__mec_id=550__node_i=5__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 D. A correlates with E. A correlates with F. B correlates with D. B correlates with E. B correlates with F. C correlates with D. C correlates with E. D correlates with E. D correlates with F. E correlates with F. However, A is independent of C. A and C are independent given B. A and C are independent given B and F. A and C are independent given F. A and E are independent given B, C and D. A and E are independent given B, C, D and F. B is independent of C. B and C are independent given A. B and C are independent given A and F. B and C are independent given 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. 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. 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. 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, C and D.
E influences B through some mediator(s).
neutral
num_nodes=6__mec_id=550__node_i=5__node_j=2__causal_relation=non-parent_ancestor__prob=0.33