VOL. 12 · NO. 3 | September 2017
Bayesian Anal. 12 (3), (September 2017) Open Access
No abstract available
Bayesian Anal. 12 (3), (September 2017) Open Access
No abstract available
María-Eglée Pérez, Luis Raúl Pericchi, Isabel Cristina Ramírez
Bayesian Anal. 12 (3), 615-637, (September 2017) DOI: 10.1214/16-BA1015 Open Access
KEYWORDS: Scaled Beta2 distribution, prior for scale parameters, horseshoe prior, intrinsic priors, divergence priors, reciprocality
Yanxun Xu, Peter F. Thall, Peter Müller, Mehran J. Reza
Bayesian Anal. 12 (3), 639-652, (September 2017) DOI: 10.1214/16-BA1016 Open Access
KEYWORDS: Bayesian nonparametric, clinical trial, mesothelioma, utility function
Jeffrey D. Hart, Taeryon Choi
Bayesian Anal. 12 (3), 653-677, (September 2017) DOI: 10.1214/16-BA1018 Open Access
KEYWORDS: Bandwidth selection, Bayes factor, consistency, Cross validation, Goodness-of-fit tests, kernel density estimates, 62G10, 62F15, 62G05
Maria DeYoreo, Jerome P. Reiter, D. Sunshine Hillygus
Bayesian Anal. 12 (3), 679-703, (September 2017) DOI: 10.1214/16-BA1020 Open Access
KEYWORDS: categorical, missing, mixture model, multiple imputation
Luai Al Labadi, Michael Evans
Bayesian Anal. 12 (3), 705-728, (September 2017) DOI: 10.1214/16-BA1024 Open Access
KEYWORDS: relative belief, robustness, prior-data conflict, 62F15, 62F35
Silvia Polettini
Bayesian Anal. 12 (3), 729-752, (September 2017) DOI: 10.1214/16-BA1019 Open Access
KEYWORDS: Dirichlet process prior, Fay–Herriot, hierarchical models, mixed effects regression models, small area, smoothing of sampling variances
Vivekananda Roy, Sounak Chakraborty
Bayesian Anal. 12 (3), 753-778, (September 2017) DOI: 10.1214/16-BA1025 Open Access
KEYWORDS: Bayesian lasso, Elastic net, Empirical Bayes, geometric ergodicity, importance sampling, Markov chain Monte Carlo, shrinkage, standard errors, 62F15, 62J07, 60J05
Li Ma
Bayesian Anal. 12 (3), 779-805, (September 2017) DOI: 10.1214/16-BA1021 Open Access
KEYWORDS: multi-scale modeling, Bayesian nonparametrics, hierarchical models, Density estimation, 62F15, 62G99, 62G07
Tri Le, Bertrand Clarke
Bayesian Anal. 12 (3), 807-829, (September 2017) DOI: 10.1214/16-BA1023 Open Access
KEYWORDS: stacking, cross-validation, Bayes action, prediction, problem classes, optimization constrains
Zach Shahn, David Madigan
Bayesian Anal. 12 (3), 831-854, (September 2017) DOI: 10.1214/16-BA1022 Open Access
KEYWORDS: treatment effect heterogeneity, subgroup analysis, Causal inference, latent class mixture model
Daniel Taylor-Rodríguez, Andrew J. Womack, Claudio Fuentes, Nikolay Bliznyuk
Bayesian Anal. 12 (3), 855-877, (September 2017) DOI: 10.1214/16-BA1014 Open Access
KEYWORDS: imperfect detection, intrinsic priors, model priors, strong heredity, Bayesian variable selection, AIC
Invited Review Paper
Nalan Baştürk, Lennart Hoogerheide, Herman K. van Dijk
Bayesian Anal. 12 (3), 879-917, (September 2017) DOI: 10.1214/17-BA1061 Open Access
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