Variable Importance Assessments and Backward Variable Selection for High-Dimensional Data

Liuhua Peng, Long Qu, Dan Nettleton

Variable selection in high-dimensional scenarios is of great interested in statistics. One application involves identifying differentially expressed genes in genomic analysis. Exis…