statsmodels.regression.linear_model.OLSResults.summary

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

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

The significance level for the confidence intervals.

Returns

Summary

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

See also

statsmodels.iolib.summary.Summary

A class that holds summary results.