Lucas This problem is very old --- older than keypunches. There are several methods for selecting variables (forward, backwards, both, all subsets) using a variety of criteria (p-values, R^2, adjusted R^2, Cp, AIC, BIC, and more). Be sure you understand the methods, especially the tendency to overfit. I use the BIC --- the function is stepAIC with parameter k = log(sample size) from the MASS package. Joe [[alternative HTML version deleted]]
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