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:
ynamestr, optional

Default is y

xnamelist[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

titlestr, optional

Title for the top table. If not None, then this replaces the default title

alphafloat

significance level for the confidence intervals

cov_typestr

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:
smrySummary instance

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

See also

statsmodels.iolib.summary.Summary

class to hold summary results


Last update: May 05, 2023