statsmodels.regression.linear_model.OLSResults.summary¶

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

Summarize the Regression Results.

Parameters:

ynamestr, optional: Name of endogenous (response) variable. The 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, optional: The significance level for the confidence intervals.
slimbool, optional: Flag indicating to produce reduced set or diagnostic information. Default is False.

Returns:

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