fairlens.metrics.statistics#
This module contains statistical measures for analyzing target variable distributions across sensitive groups.
Functions
This function computes the mean (means) of a given distribution, based on the type of its underlying data. |
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This function computes the variances (variances) of a given distribution, based on the type of its underlying data. |
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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. |