Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo

Qiang Heng, Hua Zhou, Eric C. Chi

Proximal Markov Chain Monte Carlo is a novel construct that lies at the intersection of Bayesian computation and convex optimization, which helped popularize the use of nondifferen…