Sparse Sliced Inverse Regression Via Lasso

Qian Lin, Zhigen Zhao, Jun S. Liu

For multiple index models, it has recently been shown that the sliced inverse regression (SIR) is consistent for estimating the sufficient dimension reduction (SDR) space if and on…