Note on Procedures for Variable Selection in Multiple Regression

E. M. L. Beale

doi:10.1080/00401706.1970.10488739

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Note on Procedures for Variable Selection in Multiple Regression

E. M. L. Beale

Year: 1970 Journal: Technometrics Vol: 12 (4)Pages: 909-914 Publisher: Taylor & Francis

DOI: 10.1080/00401706.1970.10488739

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Abstract

Mantel (1970) has pointed out that many procedures are now available for selecting variables in multiple regression analyses. This note reviews the more important ones briefly, and suggests that Mantel exaggerates the advantages of the backward elimination or %tepdown" procedure.

Keywords:

Statistics Selection (genetic algorithm) Regression Regression analysis Econometrics Variable (mathematics) Computer science Mathematics Feature selection Artificial intelligence

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Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Optimal Experimental Design Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Note on Procedures for Variable Selection in Multiple Regression

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