12 citations · 17 across the 6 of their papers we have counts for
Showing stat.MEShow all
2 papers · 1 filter
stat.ME2021★ 1 cited
Annealed Leap-Point Sampler for Multimodal Target Distributions
Nicholas G. Tawn, Matthew T. Moores, Hugo Queniat +1
In Bayesian statistics, exploring high-dimensional multimodal posterior distributions poses major challenges for existing MCMC approaches. This paper introduces the Annealed Leap-P…
stat.ME2018★ 12 cited
Accelerating Parallel Tempering: Quantile Tempering Algorithm (QuanTA)
Nicholas G. Tawn, Gareth O. Roberts
Using MCMC to sample from a target distribution, on a -dimensional state space can be a difficult and computationally expensive problem. Particularly when the target exhi…