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