Functional knockoffs selection with applications to functional data analysis in high dimensions

Xinghao Qiao, Mingya Long, Qizhai Li

The knockoffs is a recently proposed powerful framework that effectively controls the false discovery rate (FDR) for variable selection. However, none of the existing knockoff solu…