A shrinkage-thresholding Metropolis adjusted Langevin algorithm for Bayesian variable selection

Amandine Schreck, Gersende Fort, Sylvain Le Corff +1

This paper introduces a new Markov Chain Monte Carlo method for Bayesian variable selection in high dimensional settings. The algorithm is a Hastings-Metropolis sampler with a prop…