Optimal Sparse Sliced Inverse Regression via Random Projection

Jia Zhang, Runxiong Wu, Xin Chen

We propose a novel sparse sliced inverse regression method based on random projections in a large $p$ small $n$ setting. Embedded in a generalized eigenvalue framework, the propose…