Exhaustive search for sparse variable selection in linear regression

Yasuhiko Igarashi, Hikaru Takenaka, Yoshinori Nakanishi-Ohno +3

We propose a K-sparse exhaustive search (ES-K) method and a K-sparse approximate exhaustive search method (AES-K) for selecting variables in linear regression. With these methods,…