Selecting variables in linear regression using the restricted RRQR algorithm

Selecting variables in linear regression using the restricted RRQR algorithm

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Article ID: iaor20011597
Country: Cuba
Volume: 21
Issue: 3
Start Page Number: 211
End Page Number: 217
Publication Date: Sep 2000
Journal: Revista de Investigacin Operacional
Authors: , ,
Abstract:

The polemical problem of variable selection has originated different procedures when seeking for the regression equation that best fits the data with minimum number of parameters. In this paper a new procedure for variable selection is proposed, which combines the restricted RRQR algorithm with the statistical criterion of Mallows for model selection. Two applications illustrate the advantages of this procedure.

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