mqr.inference.nonparametric.median.
test_nsample#
- mqr.inference.nonparametric.median.test_nsample(*x, alternative='two-sided', method='kruskal-wallis')#
Hypothesis test for equality of medians amongst samples.
- Null-hypothesis
median(x[i]) == median(x[j]), for all i, j
- Parameters:
- xarray_like
Test the medians of these samples.
- alternative{‘two-sided’, ‘less’, ‘greater’}, optional
Sense of alternative hypothesis.
- method{‘kruskal-wallis’, ‘mann-whitney’}, optional
- ‘kruskal-wallis’Kruskal-Wallis test. A one-way ANOVA based on ranks. Calls
scipy..kruskal.‘mann-whitney’Mann-Whitney U test for the differences between two samples. Callsscipy..mannwhitneyu.
- Returns: