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- """
- ===================================================================
- 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 ._mstats_basic import *
- from ._mstats_extras import *
- # 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
|
