Accelerating Parallel Tempering: Quantile Tempering Algorithm (QuanTA)

Nicholas G. Tawn, Gareth O. Roberts

Using MCMC to sample from a target distribution, $\pi (x)$ on a $d$-dimensional state space can be a difficult and computationally expensive problem. Particularly when the target exhi…