statsmodels.regression.process_regression.ProcessMLEResults.summary#

ProcessMLEResults.summary(yname=None, xname=None, title=None, alpha=0.05)[source]#

Summarize the fitted Gaussian process regression model.

Parameters:
ynamestr, optional

Not used, retained for compatibility with other summary methods.

xnamelist[str], optional

Not used, retained for compatibility with other summary methods.

titlestr, optional

Title for the summary. If not None, this replaces the default title.

alphafloat

Significance level for the confidence intervals.

Returns:
Summary

A summary instance that holds the summary tables and text, which can be printed or converted to various output formats.