Testing-driven Variable Selection in Bayesian Modal Regression

Jiasong Duan, Hongmei Zhang, Xianzheng Huang

We propose a Bayesian variable selection method in the framework of modal regression for heavy-tailed responses. An efficient expectation-maximization algorithm is employed to expe…