statsmodels.regression.dimred.DimReductionResults

class statsmodels.regression.dimred.DimReductionResults(model, params, eigs)

Results class for a dimension reduction regression

Attributes:

paramsndarray

A matrix whose columns span the effective dimension reduction (EDR) space.

eigsndarray or None

A set of eigenvalues associated with the columns of params that indicate how much information is contained in each basis direction, if available for the fitting method used.

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 of Results, not implemented

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 of Results, not implemented