Convergence analysis of data augmentation algorithms in Bayesian lasso models with log-concave likelihoods

Jingkai Cui, Qian Qin

We study the convergence properties of a class of data augmentation algorithms targeting posterior distributions of Bayesian lasso models with log-concave likelihoods. Leveraging i…