| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 7548060 | Statistics & Probability Letters | 2018 | 5 Pages |
Abstract
OLS and SIR are two popular sufficient dimension reduction estimators. OLS can recover at most one direction, and SIR shares this limitation when the response is binary. To address such limitation, we propose slicing-assisted OLS and slicing-assisted SIR.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Yuexiao Dong, Yongxu Zhang,