Posterior Asymptotic Normality for an Individual Coordinate in High-dimensional Linear Regression

Dana Yang

We consider the sparse high-dimensional linear regression model $Y=Xb+\epsilon$ where $b$ is a sparse vector. For the Bayesian approach to this problem, many authors have considered the b…