Efficient Sparse Estimate of Sufficient Dimension Reduction in High Dimension

Xin Chen, Wenhui Sheng, Xiangrong Yin

Abstract: In this article, we propose a new efficient sparse estimate (ESE) in sufficient dimension reduction using distance covariance. Our method is model-free and does not need any kernel function or slic...