statsmodels.gam.generalized_additive_model.GLMGamResults.summary¶

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

Summarize the 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

Returns:

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

Return type:

Summary instance