statsmodels.base.elastic_net.RegularizedResults

class statsmodels.base.elastic_net.RegularizedResults(model, params)

Results for models estimated using regularization

Parameters

modelModel

The model instance used to estimate the parameters.

paramsndarray

The estimated (regularized) parameters.

Attributes

fittedvalues

The predicted values from the model at the estimated parameters.

Methods

initialize(model, params, **kwargs)	Initialize (possibly re-initialize) a Results instance.
predict([exog, transform])	Call self.model.predict with self.params as the first argument.
summary()	Summary

Methods

initialize(model, params, **kwargs)	Initialize (possibly re-initialize) a Results instance.
predict([exog, transform])	Call self.model.predict with self.params as the first argument.
summary()	Summary

Properties

fittedvalues

The predicted values from the model at the estimated parameters.