SELECTION OF VARIABLES IN MULTIPLE REGRESSION USING STEPWISE REGRESSION

G. R. Pasha

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Published: 2002-06-20

Keywords:

Backward elimination, forward selection, multiple and stepwise regression, swapping

G. R. Pasha

Chairman, Department of Statistics, Dean, Faculty of Science and Agriculture, Bahauddin Zakariya University, Multan, Pakistan.

Abstract

This paper focuses on the selection of variables using stepwise regression. Methodologies of backward elimination and forward selection are discussed. Detailed explanations of stepwise regression procedures are presented. Above methodologies in various terms with empirical data are explained in detail.

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Issue

Vol. 13 No. 2 (2002): Volume 13 No. 2 December, 2002

Section

Computation and data analytics

How to Cite

Pasha, G. R. (2002). SELECTION OF VARIABLES IN MULTIPLE REGRESSION USING STEPWISE REGRESSION. Journal of Research (Science), 13(2), Pages: 119-127. http://jorscience.com/index.php/JRS/article/view/128

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