Bayesian High-dimensional Semi-parametric Inference beyond sub-Gaussian Errors

Kyoungjae Lee, Minwoo Chae, Lizhen Lin

We consider a sparse linear regression model with unknown symmetric error under the high-dimensional setting. The true error distribution is assumed to belong to the locally $\beta$-Hö…