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1# This file is not meant for public use and will be removed in SciPy v2.0.0. 

2# Use the `scipy.stats` namespace for importing the functions 

3# included below. 

4 

5import warnings 

6from . import _mstats_basic 

7 

8 

9__all__ = [ # noqa: F822 

10 'argstoarray', 

11 'count_tied_groups', 

12 'describe', 

13 'f_oneway', 'find_repeats','friedmanchisquare', 

14 'kendalltau','kendalltau_seasonal','kruskal','kruskalwallis', 

15 'ks_twosamp', 'ks_2samp', 'kurtosis', 'kurtosistest', 

16 'ks_1samp', 'kstest', 

17 'linregress', 

18 'mannwhitneyu', 'meppf','mode','moment','mquantiles','msign', 

19 'normaltest', 

20 'obrientransform', 

21 'pearsonr','plotting_positions','pointbiserialr', 

22 'rankdata', 

23 'scoreatpercentile','sem', 

24 'sen_seasonal_slopes','skew','skewtest','spearmanr', 

25 'siegelslopes', 'theilslopes', 

26 'tmax','tmean','tmin','trim','trimboth', 

27 'trimtail','trima','trimr','trimmed_mean','trimmed_std', 

28 'trimmed_stde','trimmed_var','tsem','ttest_1samp','ttest_onesamp', 

29 'ttest_ind','ttest_rel','tvar', 

30 'variation', 

31 'winsorize', 

32 'brunnermunzel', 'ma', 'masked', 'nomask', 'namedtuple', 

33 'distributions', 'stats_linregress', 'stats_LinregressResult', 

34 'stats_theilslopes', 'stats_siegelslopes', 'ModeResult', 

35 'SpearmanrResult', 'KendalltauResult', 'PointbiserialrResult', 

36 'Ttest_1sampResult', 'Ttest_indResult', 'Ttest_relResult', 

37 'MannwhitneyuResult', 'KruskalResult', 'trimdoc', 'trim1', 

38 'DescribeResult', 'stde_median', 'SkewtestResult', 'KurtosistestResult', 

39 'NormaltestResult', 'F_onewayResult', 'FriedmanchisquareResult', 

40 'BrunnerMunzelResult' 

41] 

42 

43 

44def __dir__(): 

45 return __all__ 

46 

47 

48def __getattr__(name): 

49 if name not in __all__: 

50 raise AttributeError( 

51 "scipy.stats.mstats_basic is deprecated and has no attribute " 

52 f"{name}. Try looking in scipy.stats instead.") 

53 

54 warnings.warn(f"Please use `{name}` from the `scipy.stats` namespace, " 

55 "the `scipy.stats.mstats_basic` namespace is deprecated.", 

56 category=DeprecationWarning, stacklevel=2) 

57 

58 return getattr(_mstats_basic, name)