VOL. 19 · NO. 4 | December 2024
 
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Frontmatter
Bayesian Anal. 19 (4), (December 2024) Open Access
No abstract available
Bayesian Anal. 19 (4), (December 2024) Open Access
No abstract available
Articles
Erica M. Porter, Christopher T. Franck, Marco A. R. Ferreira
Bayesian Anal. 19 (4), 985-1011, (December 2024) DOI: 10.1214/23-BA1375 Open Access
KEYWORDS: Bayesian model selection, spatial statistics, Areal data, ICAR random effects, fractional Bayes factor
Mike West
Bayesian Anal. 19 (4), 1013-1039, (December 2024) DOI: 10.1214/23-BA1379 Open Access
KEYWORDS: Bayesian forecasting, Bayesian predictive synthesis, distributions of loss, entropic tilting, forecast reconciliation, hierarchical forecasting, multivariate time series forecasting, optimization, 62C05, 62C10, 62F15, 62F30
Rebecca Souza, Lilia Costa, Marina Paez, João Sato, Candida Barreto
Bayesian Anal. 19 (4), 1041-1065, (December 2024) DOI: 10.1214/23-BA1377 Open Access
KEYWORDS: dynamic variable selection, dynamic graphical models, effective connectivity, brain network, dynamic spike-and-slab priors, time series, network data
Mingrui Liang, Matthew D. Koslovsky, Emily T. Hébert, Michael S. Businelle, Marina Vannucci
Bayesian Anal. 19 (4), 1067-1095, (December 2024) DOI: 10.1214/23-BA1380 Open Access
KEYWORDS: clustering, Ewens-Pitman Attraction distribution, Functional data analysis, spiked nonparametric priors, Variable selection
Giorgio Paulon, Peter Müller, Abhra Sarkar
Bayesian Anal. 19 (4), 1097-1127, (December 2024) DOI: 10.1214/23-BA1383 Open Access
KEYWORDS: B-splines, factorial hidden Markov models (fHMM), higher order singular value decomposition (HOSVD), local variable selection, longitudinal data, partition models
Petrus Mikkola, Osvaldo A. Martin, Suyog Chandramouli, Marcelo Hartmann, Oriol Abril Pla, Owen Thomas, Henri Pesonen, Jukka Corander, Aki Vehtari, Samuel Kaski, Paul-Christian Bürkner, Arto Klami
Bayesian Anal. 19 (4), 1129-1161, (December 2024) DOI: 10.1214/23-BA1381 Open Access
KEYWORDS: prior elicitation, prior distribution, informative prior, Bayesian workflow, domain knowledge
Anupreet Porwal, Abel Rodríguez
Bayesian Anal. 19 (4), 1163-1186, (December 2024) DOI: 10.1214/23-BA1389 Open Access
KEYWORDS: generalized linear model, logistic regression, Bayesian model selection, expected-posterior priors, default priors
Tin D. Nguyen, Jonathan Huggins, Lorenzo Masoero, Lester Mackey, Tamara Broderick
Bayesian Anal. 19 (4), 1187-1224, (December 2024) DOI: 10.1214/23-BA1385 Open Access
Gwangsu Kim, Chang D Yoo, Yongdai Kim
Bayesian Anal. 19 (4), 1225-1243, (December 2024) DOI: 10.1214/23-BA1384 Open Access
KEYWORDS: B-spline, generalized additive model, partial likelihood, Posterior contraction rate, proportional hazards model, 62F15, 60G15, 62G20
Felipe J Medina-Aguayo, Xavier Didelot, Richard G Everitt
Bayesian Anal. 19 (4), 1245-1275, (December 2024) DOI: 10.1214/23-BA1388 Open Access
KEYWORDS: Genetics, recombination, ClonalOrigin, reversible-jump MCMC, 92D15, 62-08
Ilsang Ohn, Lizhen Lin, Yongdai Kim
Bayesian Anal. 19 (4), 1277-1301, (December 2024) DOI: 10.1214/23-BA1392 Open Access
KEYWORDS: adaptive inference, sparse factor models, factor dimensionality, covariance matrix estimation, optimal posterior concentration rate, 62F15, 62G20
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