Fast Markov chain Monte Carlo for high dimensional Bayesian regression models with shrinkage priors

Rui Jin, Aixin Tan

In the past decade, many Bayesian shrinkage models have been developed for linear regression problems where the number of covariates, $p$, is large. Computing the intractable poste…