Sparse Sufficient Dimension Reduction for Markov Blanket Discovery

Xiaomao Li, Jianxin Yin

Abstract: In this article, we propose to use sparse sufficient dimension reduction as a novel method for Markov blanket discovery of a target variable, where we do not take any distributional assumption on t...