VOL. 18 · NO. 2 | June 2023
Bayesian Anal. 18 (2), (June 2023) Open Access
No abstract available
Bayesian Anal. 18 (2), (June 2023) Open Access
No abstract available
Akihiko Nishimura, Marc A. Suchard
Bayesian Anal. 18 (2), 367-390, (June 2023) DOI: 10.1214/22-BA1308 Open Access
KEYWORDS: Bayesian inference, Sparsity, generalized linear model, Markov chain Monte Carlo, ergodicity, 60J20, 62F15, 62J07
Marta Crispino, Isadora Antoniano-Villalobos
Bayesian Anal. 18 (2), 391-414, (June 2023) DOI: 10.1214/22-BA1307 Open Access
KEYWORDS: Bayesian subjective inference, conjugate priors, Mallows model for rankings, Ranking data, permutations, permutohedron, 62F15, 62F07
Brandon Berman, Wesley O. Johnson, Weining Shen
Bayesian Anal. 18 (2), 415-435, (June 2023) DOI: 10.1214/22-BA1312 Open Access
KEYWORDS: Asymptotic approximation, Binomial regression, generalized linear mixed models, Markov chain Monte Carlo, sufficient reduction
Wael A. J. Al-Taie, Malcolm Farrow
Bayesian Anal. 18 (2), 437-463, (June 2023) DOI: 10.1214/22-BA1314 Open Access
KEYWORDS: Bayes linear kinematics, Bayes linear Bayes graphical model, Survival analysis, prognostic index, missing covariates
Eunice Okome Obiang, Pascal Jézéquel, Frédéric Proïa
Bayesian Anal. 18 (2), 465-490, (June 2023) DOI: 10.1214/22-BA1315 Open Access
KEYWORDS: high-dimensional linear regression, partial graphical model, partial correlation, Bayesian approach, Sparsity, spike-and-slab, Gibbs sampler, 62A09, 62F15, 62J05
Henry Shaowu Yuchi, Simon Mak, Yao Xie
Bayesian Anal. 18 (2), 491-518, (June 2023) DOI: 10.1214/22-BA1317 Open Access
KEYWORDS: hierarchical modeling, Manifold sampling, matrix factorization, Matrix completion, Seismic imaging, uncertainty quantification
Andrew Chapple, Yussef Bennani, Meredith Clement
Bayesian Anal. 18 (2), 519-546, (June 2023) DOI: 10.1214/22-BA1316 Open Access
KEYWORDS: multi-armed trials, group sequential trials, Bayesian clustering
Beniamino Hadj-Amar, Jack Jewson, Mark Fiecas
Bayesian Anal. 18 (2), 547-577, (June 2023) DOI: 10.1214/22-BA1318 Open Access
KEYWORDS: Markov switching process, Hamiltonian Monte Carlo, Bayes factor, telemetric activity data, circadian rhythm
Guanyu Hu, Junxian Geng, Yishu Xue, Huiyan Sang
Bayesian Anal. 18 (2), 579-605, (June 2023) DOI: 10.1214/22-BA1320 Open Access
KEYWORDS: Lorenz curve, Markov random field, mixture of finite mixtures, spatial functional data clustering, 62P20, 91B72
Alexander Buchholz, Daniel Ahfock, Sylvia Richardson
Bayesian Anal. 18 (2), 607-638, (June 2023) DOI: 10.1214/22-BA1321 Open Access
KEYWORDS: marginal likelihood, Distributed computation, 62F15, 68W15
David A. Stephens, Widemberg S. Nobre, Erica E. M. Moodie, Alexandra M. Schmidt
Bayesian Anal. 18 (2), 639-694, (June 2023) DOI: 10.1214/22-BA1322 Open Access
KEYWORDS: Bayesian bootstrap, Bayesian causal inference, de Finetti’s representation, model mis-specification, propensity score adjustment
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