VOL. 16 · NO. 1 | March 2021
Bayesian Anal. 16 (1), (March 2021) Open Access
No abstract available
Bayesian Anal. 16 (1), (March 2021) Open Access
No abstract available
F. O. Bunnin, J. Q. Smith
Bayesian Anal. 16 (1), 1-30, (March 2021) DOI: 10.1214/19-BA1192 Open Access
KEYWORDS: Chain Event Graphs, hierarchical models, Markov processes, Markov switching models, probabilistic graphical models, decision support systems
Fabrizio Ruggeri, Marta Sánchez-Sánchez, Miguel Ángel Sordo, Alfonso Suárez-Llorens
Bayesian Anal. 16 (1), 31-60, (March 2021) DOI: 10.1214/19-BA1191 Open Access
KEYWORDS: robust Bayesian analysis, Bayesian sensitivity, class of priors, Stochastic orders, multivariate total positivity, weighted distributions, 62F15, 60E15
Laura C. Dawkins, Daniel B. Williamson, Kerrie L. Mengersen, Lidia Morawska, Rohan Jayaratne, Gavin Shaddick
Bayesian Anal. 16 (1), 61-91, (March 2021) DOI: 10.1214/19-BA1193 Open Access
Amir Nikooienejad, Valen E. Johnson
Bayesian Anal. 16 (1), 93-109, (March 2021) DOI: 10.1214/19-BA1194 Open Access
KEYWORDS: uniformly most powerful Bayesian tests, Bayesian hypothesis test, Chi-squared tests, test of independence in contingency tables
Sean Chang, James O. Berger
Bayesian Anal. 16 (1), 111-128, (March 2021) DOI: 10.1214/20-BA1196 Open Access
KEYWORDS: multiple hypothesis testing, multiplicity correction, false positive probability, Bayesian inference, 62C10, 62F05
Daojiang He, Dongchu Sun, Lei He
Bayesian Anal. 16 (1), 129-145, (March 2021) DOI: 10.1214/20-BA1198 Open Access
KEYWORDS: Scale mixture of normals, reference prior, independent Jeffreys prior, 62F15, 62J05
Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Pekka Marttinen
Bayesian Anal. 16 (1), 147-178, (March 2021) DOI: 10.1214/20-BA1200 Open Access
KEYWORDS: expensive likelihoods, likelihood-free inference, surrogate modelling, Gaussian processes, sequential experiment design, parallel computing
Ruitao Lin, Peter F. Thall, Ying Yuan
Bayesian Anal. 16 (1), 179-202, (March 2021) DOI: 10.1214/20-BA1205 Open Access
KEYWORDS: Adaptive randomization, Bayesian design, basket trial, missing data, Optimal treatment regime, phase I–II clinical trial, 60K35, 60K35, 60K35
David J. Nott, Max Seah, Luai Al-Labadi, Michael Evans, Hui Khoon Ng, Berthold-Georg Englert
Bayesian Anal. 16 (1), 203-231, (March 2021) DOI: 10.1214/20-BA1204 Open Access
KEYWORDS: Bayesian inference, Lasso, model checking, penalized regression, prior-data conflict
Veronika Rockova, Kenichiro McAlinn
Bayesian Anal. 16 (1), 233-269, (March 2021) DOI: 10.1214/20-BA1199 Open Access
KEYWORDS: Autoregressive mixture processes, Dynamic sparsity, MAP smoothing, spike and slab, stationarity
María Eugenia Castellanos, Gonzalo García-Donato, Stefano Cabras
Bayesian Anal. 16 (1), 271-300, (March 2021) DOI: 10.1214/20-BA1207 Open Access
KEYWORDS: Bayes factors, Bayesian model averaging, conventional priors, Model selection, objective priors, predictive matching, 62C10, 62C10, 62F15
Sally Paganin, Amy H. Herring, Andrew F. Olshan, David B. Dunson
Bayesian Anal. 16 (1), 301-370, (March 2021) DOI: 10.1214/20-BA1197 Open Access
KEYWORDS: Bayesian clustering, Bayesian nonparametrics, centered process, Dirichlet process, exchangeable probability partition function, mixture model, product partition model
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