Articles with "auxiliary mixture" as a keyword



A note on auxiliary mixture sampling for Bayesian Poisson models

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Published in 2025 at "Statistics and Computing"

DOI: 10.1007/s11222-025-10781-w

Abstract: Bayesian hierarchical Poisson models are an essential tool for analyzing count data. However, designing efficient algorithms to sample from the posterior distribution of the target parameters remains a challenging task. Auxiliary mixture sampling algorithms have… read more here.

Keywords: auxiliary mixture; distribution; mixture; poisson models ... See more keywords