Optimal thinning of MCMC output

The use of heuristics to assess the convergence and compress the output of Markov chain Monte Carlo can be sub-optimal in terms of the empirical approximations that are produced. Typically a number of the initial states are attributed to ‘burn in’ and removed, while the remainder of the chain is ‘th...

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Detalhes bibliográficos
Principais autores: Riabiz, M, Chen, WY, Cockayne, J, Swietach, P
Formato: Journal article
Idioma:English
Publicado em: Royal Statistical Society 2022