Using distance covariance for improved variable selection with applications to genetic risk models

Jing Kong, Sijian Wang, Grace Wahba

Variable selection is of increasing importance to address the difficulties of high dimensionality in many scientific areas. In this paper, we demonstrate a property for distance co…