statsmodels.sandbox.stats.runs.median_test_ksample

statsmodels.sandbox.stats.runs.median_test_ksample(x, groups)[source]

chisquare test for equality of median/location

This tests whether all groups have the same fraction of observations above the median.

Parameters:
x : array_like

data values stacked for all groups

groups : array_like

group labels or indicator

Returns:

  • stat (float) – test statistic

  • pvalue (float) – pvalue from the chisquare distribution

  • others ???? – currently some test output, table and expected