statsmodels.regression.linear_model.RegressionResults.summary¶

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

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