statsmodels.stats.nonparametric.rankdata_2samp

statsmodels.stats.nonparametric.rankdata_2samp(x1, x2)[source]

Compute midranks for two samples

Parameters:
x1 : array_like

Original data for two samples that will be converted to midranks.

x2 : array_like

Original data for two samples that will be converted to midranks.

Returns:

  • rank1 (ndarray) – Midranks of the first sample in the pooled sample.

  • rank2 (ndarray) – Midranks of the second sample in the pooled sample.

  • ranki1 (ndarray) – Internal midranks of the first sample.

  • ranki2 (ndarray) – Internal midranks of the second sample.