Statistical tests

This section collects various statistical tests.

Module Reference

Normality test

shapiro_francia(array)

The statistical test of Shapiro-Francia considers the squared correlation between the ordered sample values and the (approximated) expected ordered quantiles from the standard normal distribution.

Regression Models with Count Data

overdisp(model, data)

Overdisp test for Statsmodels GLM Poisson model