statsmodels.regression.linear_model.RegressionResults.info_criteria¶

RegressionResults.info_criteria(crit, dk_params=0)[source]¶

Return an information criterion for the model.

Parameters:¶

crit : string¶

One of ‘aic’, ‘bic’, ‘aicc’ or ‘hqic’.

dk_params : int or float¶

Correction to the number of parameters used in the information criterion. By default, only mean parameters are included, the scale parameter is not included in the parameter count. Use dk_params=1 to include scale in the parameter count.

Return type:¶

Value of information criterion.

References

Burnham KP, Anderson KR (2002). Model Selection and Multimodel Inference; Springer New York.