| """ | |
| =================================================================== | |
| Statistical functions for masked arrays (:mod:`scipy.stats.mstats`) | |
| =================================================================== | |
| .. currentmodule:: scipy.stats.mstats | |
| This module contains a large number of statistical functions that can | |
| be used with masked arrays. | |
| Most of these functions are similar to those in `scipy.stats` but might | |
| have small differences in the API or in the algorithm used. Since this | |
| is a relatively new package, some API changes are still possible. | |
| Summary statistics | |
| ================== | |
| .. autosummary:: | |
| :toctree: generated/ | |
| describe | |
| gmean | |
| hmean | |
| kurtosis | |
| mode | |
| mquantiles | |
| hdmedian | |
| hdquantiles | |
| hdquantiles_sd | |
| idealfourths | |
| plotting_positions | |
| meppf | |
| moment | |
| skew | |
| tmean | |
| tvar | |
| tmin | |
| tmax | |
| tsem | |
| variation | |
| find_repeats | |
| sem | |
| trimmed_mean | |
| trimmed_mean_ci | |
| trimmed_std | |
| trimmed_var | |
| Frequency statistics | |
| ==================== | |
| .. autosummary:: | |
| :toctree: generated/ | |
| scoreatpercentile | |
| Correlation functions | |
| ===================== | |
| .. autosummary:: | |
| :toctree: generated/ | |
| f_oneway | |
| pearsonr | |
| spearmanr | |
| pointbiserialr | |
| kendalltau | |
| kendalltau_seasonal | |
| linregress | |
| siegelslopes | |
| theilslopes | |
| sen_seasonal_slopes | |
| Statistical tests | |
| ================= | |
| .. autosummary:: | |
| :toctree: generated/ | |
| ttest_1samp | |
| ttest_onesamp | |
| ttest_ind | |
| ttest_rel | |
| chisquare | |
| kstest | |
| ks_2samp | |
| ks_1samp | |
| ks_twosamp | |
| mannwhitneyu | |
| rankdata | |
| kruskal | |
| kruskalwallis | |
| friedmanchisquare | |
| brunnermunzel | |
| skewtest | |
| kurtosistest | |
| normaltest | |
| Transformations | |
| =============== | |
| .. autosummary:: | |
| :toctree: generated/ | |
| obrientransform | |
| trim | |
| trima | |
| trimmed_stde | |
| trimr | |
| trimtail | |
| trimboth | |
| winsorize | |
| zmap | |
| zscore | |
| Other | |
| ===== | |
| .. autosummary:: | |
| :toctree: generated/ | |
| argstoarray | |
| count_tied_groups | |
| msign | |
| compare_medians_ms | |
| median_cihs | |
| mjci | |
| mquantiles_cimj | |
| rsh | |
| """ | |
| from . import _mstats_basic | |
| from . import _mstats_extras | |
| from ._mstats_basic import * # noqa: F403 | |
| from ._mstats_extras import * # noqa: F403 | |
| # Functions that support masked array input in stats but need to be kept in the | |
| # mstats namespace for backwards compatibility: | |
| from scipy.stats import gmean, hmean, zmap, zscore, chisquare | |
| __all__ = _mstats_basic.__all__ + _mstats_extras.__all__ | |
| __all__ += ['gmean', 'hmean', 'zmap', 'zscore', 'chisquare'] | |