tKg dZddlmZddlmZddlddlddlmZmZmZmZm Z ejejzZ e gdz Z y)a =================================================================== 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 ) _mstats_basic)_mstats_extras)*)gmeanhmeanzmapzscore chisquareN) __doc__rr scipy.statsrrr r r __all__V/home/alanp/www/video.onchill/myenv/lib/python3.12/site-packages/scipy/stats/mstats.pyrsCAD>=   ."8"8 8 <<r