statsmodels.genmod.generalized_linear_model.GLMResults.summary¶

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

Summarize the 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

Returns:

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