statsmodels.genmod.generalized_estimating_equations.GEEResults.summary

GEEResults.summary(yname=None, xname=None, title=None, alpha=0.05)

Summarize the GEE regression results

Parameters:

yname : string, optional

Default is y

xname : list of strings, optional

Default is var_## for ## in p the number of regressors

title : string, 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 : string

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 : Summary 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