Adaptive Component-wise Multiple-Try Metropolis Sampling

Jinyoung Yang, Evgeny Levi, Radu V. Craiu +1

One of the most widely used samplers in practice is the component-wise Metropolis-Hastings (CMH) sampler that updates in turn the components of a vector valued Markov chain using a…