Bayesian High-dimensional Linear Regression with Sparse Projection-posterior

Samhita Pal, Subhashis Ghoshal

We consider a novel Bayesian approach to estimation, uncertainty quantification, and variable selection for a high-dimensional linear regression model under sparsity. The number of…