An asymptotically optimal selection of regression variables is proposed. The key assumption is that the number of control variables is infinite or increases with the sample size. It is also shown that ...

Anthony Y. C. Kuk, Jialiang Li, A. John Rush, Variable and threshold selection to control predictive accuracy in logistic regression, Journal of the Royal Statistical Society. Series C (Applied ...