statsmodels.stats.oaxaca.OaxacaBlinder.three_fold¶

OaxacaBlinder.three_fold(std=False, n=None, conf=None)[source]¶

Calculates the three-fold Oaxaca Blinder Decompositions

Parameters:¶

std: boolean, optional

If true, bootstrapped standard errors will be calculated.

n: int, optional

A amount of iterations to calculate the bootstrapped standard errors. This defaults to 5000.

conf: float, optional

This is the confidence required for the standard error calculation. Defaults to .99, but could be anything less than or equal to one. One is heavy discouraged, due to the extreme outliers inflating the variance.

Returns:¶

OaxacaResults

A results container for the three-fold decomposition.