besides techniques mentioned in other posts (l1 regularization) sequential feature selection (backward and forward) is quite common
This is fine if you have test/validation sets, but never, ever report p-values on the result of such a selection process, as they are incredibly biased.
This is fine if you have test/validation sets, but never, ever report p-values on the result of such a selection process, as they are incredibly biased.