stac.parametric_tests.bonferroni_test

stac.parametric_tests.bonferroni_test(pivots, n)

Performs a Bonferroni-Dunn post-hoc test using the pivot quantities obtained by an ANOVA test.

Parameters:

pivots : dictionary_like

A dictionary with format ‘groupname’:’pivotal quantity’

n : int

Number of samples per group

Returns:

Comparions : array-like

Strings identifier of each comparison with format ‘group_i vs group_j’

T-values: array-like

The computed T-value statistic for each comparison.

p-values: array-like

The associated p-value from the T-distribution wich depends on the index of the comparison

Adjusted p-values: array-like

The associated adjusted p-values wich can be compared with a significance level

References

D.J. Sheskin, Handbook of parametric and nonparametric statistical procedures. crc Press, 2003, Test 21b: The Bonferroni-Dunn test