fairlens.metrics.statistics#

This module contains statistical measures for analyzing target variable distributions across sensitive groups.

Functions

`compute_distribution_mean`	This function computes the mean (means) of a given distribution, based on the type of its underlying data.
`compute_distribution_variance`	This function computes the variances (variances) of a given distribution, based on the type of its underlying data.
`sensitive_group_analysis`	This function produces a summary of the first two central moments of the distributions created from the target attribute by applying predicates generated by a list of groups of interest.

fairlens.metrics.resampling_p_value

fairlens.metrics.compute_distribution_mean