A new reproducing kernel based nonlinear dimension reduction method for survival data

Wenquan Cui, Jianjun Xu, Yuehua Wu

Based on the theories of sliced inverse regression (SIR) and reproducing kernel Hilbert space (RKHS), a new approach RDSIR (RKHS-based Double SIR) to nonlinear dimension reduction…