38 citations · 86 across the 15 of their papers we have counts for
3 papers · 1 filter
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…
Spatial Statistics
Noel Cressie, Matthew T. Moores
Spatial statistics is an area of study devoted to the statistical analysis of data that have a spatial label associated with them. Geographers often refer to the "location informat…
Warped Gradient-Enhanced Gaussian Process Surrogate Models for Exponential Family Likelihoods with Intractable Normalizing Constants
Quan Vu, Matthew T. Moores, Andrew Zammit-Mangion
Markov chain Monte Carlo methods for exponential family models with intractable normalizing constant, such as the exchange algorithm, require simulations of the sufficient statisti…