Advance Publication | 2023
 
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Articles
Gael M. Martin, David T. Frazier, Christian P. Robert
Statist. Sci. Advance Publication, 1-17, (2023) DOI: 10.1214/22-STS876
KEYWORDS: History of Bayesian computation, Laplace approximation, Metropolis–Hastings algorithm, importance sampling, Markov chain Monte Carlo, pseudo-marginal methods, Hamiltonian Monte Carlo, sequential Monte Carlo, approximate Bayesian methods
Patrizia Berti, Emanuela Dreassi, Fabrizio Leisen, Luca Pratelli, Pietro Rigo
Statist. Sci. Advance Publication, 1-15, (2023) DOI: 10.1214/23-STS884
KEYWORDS: Bayesian inference, conditional identity in distribution, exchangeability, predictive distribution, sequential predictions, stationarity
Gael M. Martin, David T. Frazier, Christian P. Robert
Statist. Sci. Advance Publication, 1-26, (2023) DOI: 10.1214/22-STS875
KEYWORDS: Approximate Bayesian inference, intractable Bayesian problems, Approximate Bayesian Computation, Bayesian synthetic likelihood, variational Bayes, Integrated nested Laplace approximation
Sam Behseta, Robert E. Kass
Statist. Sci. Advance Publication, 1-17, (2023) DOI: 10.1214/22-STS878 Open Access
KEYWORDS: Statistical training, History of statistics, University of Chicago, academic life, statistical narrative
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