statsmodels.genmod.generalized_estimating_equations.GEEResults.summary¶

GEEResults.summary(yname=None, xname=None, title=None, alpha=0.05)[source]¶

Summarize the GEE regression results

Parameters:

yname (str, optional) – Default is y
xname (list[str], optional) – Names for the exogenous variables, default is var_# for ## in the number of regressors. Must match the number of parameters in the model
title (str, optional) – Title for the top table. If not None, then this replaces the default title
alpha (float) – significance level for the confidence intervals
cov_type (str) – The covariance type used to compute the standard errors; one of ‘robust’ (the usual robust sandwich-type covariance estimate), ‘naive’ (ignores dependence), and ‘bias reduced’ (the Mancl/DeRouen estimate).

Returns:

smry – this holds the summary tables and text, which can be printed or converted to various output formats.

Return type:

Summary instance