statsmodels.regression.linear_model.OLSResults.summary¶

OLSResults.summary(yname=None, xname=None, title=None, alpha=0.05, slim=False)¶

Summarize the Regression Results.

Parameters:

yname (str, optional) – Name of endogenous (response) variable. The 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, optional) – The significance level for the confidence intervals.
slim (bool, optional) – Flag indicating to produce reduced set or diagnostic information. Default is False.

Returns:

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

Return type:

Summary