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
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

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.