Criteria for Selection of a Subset Regression: Which One Should Be Used?
- 1 November 1972
- journal article
- research article
- Published by JSTOR in Technometrics
- Vol. 14 (4) , 967
- https://doi.org/10.2307/1267145
Abstract
The problem of selecting the best subset of predictor variables in a linear regression model has led to the development of a number of criteria for choosing between contending subsets. Unfortunately, the properties of these criteria are generally not understood and the relative merits of contending criteria are not clear. In this note, a number of criteria are reviewed and a cooperative effort to resolve the problem is recommended.Keywords
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