VOL. 18 · NO. 3 | September 2023
Bayesian Anal. 18 (3), (September 2023) Open Access
No abstract available
Bayesian Anal. 18 (3), (September 2023) Open Access
No abstract available
Xi Chen, Farhan Feroz, Michael Hobson
Bayesian Anal. 18 (3), 695-721, (September 2023) DOI: 10.1214/22-BA1323 Open Access
KEYWORDS: Bayesian inference, automatic posterior repartitioning, nested sampling, unrepresentative prior
Hunanyan Sona, Rue Håvard, Plummer Martyn, Roos Małgorzata
Bayesian Anal. 18 (3), 723-751, (September 2023) DOI: 10.1214/22-BA1325 Open Access
KEYWORDS: empirical determinacy, likelihood weighting, Bayesian meta-analysis, Bayesian hierarchical models, Identification
Andrea Cremaschi, Raffaele Argiento, Maria De Iorio, Cai Shirong, Yap Seng Chong, Michael Meaney, Michelle Kee
Bayesian Anal. 18 (3), 753-775, (September 2023) DOI: 10.1214/22-BA1326 Open Access
KEYWORDS: multi-state models, Normalised Point Processes, graphical models, Mixture models, Markov chain Monte Carlo
Andrés F. Barrientos, Deborshee Sen, Garritt L. Page, David B. Dunson
Bayesian Anal. 18 (3), 777-806, (September 2023) DOI: 10.1214/22-BA1324 Open Access
KEYWORDS: Bayesian, ordering statements, ranking, decision theory, sports statistics
Andrew A. Manderson, Robert J. B. Goudie
Bayesian Anal. 18 (3), 807-840, (September 2023) DOI: 10.1214/22-BA1327 Open Access
KEYWORDS: combining models, Markov melding, Bayesian graphical models, multi-stage estimation, model/data integration, integrated population model
Philippe Gagnon
Bayesian Anal. 18 (3), 841-864, (September 2023) DOI: 10.1214/22-BA1330 Open Access
KEYWORDS: Bayesian statistics, Built-in robustness, constant-tailed priors, heavy-tailed distributions, weak convergence, whole robustness
L. F. South, C. J. Oates, A. Mira, C. Drovandi
Bayesian Anal. 18 (3), 865-888, (September 2023) DOI: 10.1214/22-BA1328 Open Access
KEYWORDS: Bayesian inference, controlled thermodynamic integration – CTI, curse of dimensionality, Markov chain Monte Carlo simulation, MCMC, Monte Carlo simulations, penalized regression, sequential Monte Carlo – SMC, Stein operator, variance reduction, 62-08, 62F15
Philip Greengard, Jeremy Hoskins, Charles C. Margossian, Jonah Gabry, Andrew Gelman, Aki Vehtari
Bayesian Anal. 18 (3), 889-907, (September 2023) DOI: 10.1214/22-BA1329 Open Access
KEYWORDS: hierarchical modeling, Linear regression, mixed effects models, fast algorithms
Matthias Sachs, Deborshee Sen, Jianfeng Lu, David Dunson
Bayesian Anal. 18 (3), 909-927, (September 2023) DOI: 10.1214/22-BA1319 Open Access
KEYWORDS: Gibbs sampler, Markov chain Monte Carlo, non-reversible, Piecewise deterministic Markov process, sub-sampling
Michele Zemplenyi, Jeffrey W. Miller
Bayesian Anal. 18 (3), 929-956, (September 2023) DOI: 10.1214/22-BA1335 Open Access
KEYWORDS: optimal experimental design, Active learning, graphical models
Mélodie Monod, Alexandra Blenkinsop, Andrea Brizzi, Yu Chen, Carlos Cardoso Correia Perello, Vidoushee Jogarah, Yuanrong Wang, Seth Flaxman, Samir Bhatt, Oliver Ratmann
Bayesian Anal. 18 (3), 957-987, (September 2023) DOI: 10.1214/22-BA1334 Open Access
KEYWORDS: Bayesian statistics, Non-parametric statistics, Gaussian process approximations, Stan probabilistic computing language, Covid-19, mortality, 62F15, 60G15, 65D07, 62P10
Matias Quiroz, David J. Nott, Robert Kohn
Bayesian Anal. 18 (3), 989-1016, (September 2023) DOI: 10.1214/22-BA1332 Open Access
KEYWORDS: dynamic factor, stochastic gradient, spatio-temporal modelling
Kwangmin Lee, Kyoungjae Lee, Jaeyong Lee
Bayesian Anal. 18 (3), 1017-1040, (September 2023) DOI: 10.1214/22-BA1333 Open Access
KEYWORDS: Minimax rate, inverse-Wishart, Bayesian, high-dimensional analysis, 62C20, 62F15, 62H10
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