Generating Independent Replicates Directly from the Posterior Distribution for a Class of Spatial Hierarchical Models
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DOI: 10.1080/10618600.2024.2365728
Abstract: Abstract Markov chain Monte Carlo (MCMC) allows one to generate dependent replicates from a posterior distribution for effectively any Bayesian hierarchical model. However, MCMC can produce a significant computational burden. This motivates us to consider… read more here.
Keywords: distribution; posterior distribution; replicates directly; independent replicates ... See more keywords