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Fast Compression of MCMC Output

We propose cube thinning, a novel method for compressing the output of an MCMC (Markov chain Monte Carlo) algorithm when control variates are available. It allows resampling of the initial MCMC sample (according to weights derived from control variates), while imposing equality constraints on the av...

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Detalles Bibliográficos
Autores principales: Chopin, Nicolas, Ducrocq, Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393937/
https://www.ncbi.nlm.nih.gov/pubmed/34441157
http://dx.doi.org/10.3390/e23081017