VOL. 15 · NO. 2 | June 2020
Bayesian Anal. 15 (2), (June 2020) Open Access
No abstract available
Bayesian Anal. 15 (2), (June 2020) Open Access
No abstract available
Kelly C. M. Gonçalves, Hélio S. Migon, Leonardo S. Bastos
Bayesian Anal. 15 (2), 335-362, (June 2020) DOI: 10.1214/19-BA1156 Open Access
KEYWORDS: asymmetric Laplace distribution, Bayes linear, Bayesian quantile regression, dynamic models, Gibbs sampling
Andrés F. Barrientos, Víctor Peña
Bayesian Anal. 15 (2), 363-388, (June 2020) DOI: 10.1214/19-BA1155 Open Access
KEYWORDS: bootstrap, big data, Bayesian nonparametric, scalable inference
Philippe Gagnon, Alain Desgagné, Mylène Bédard
Bayesian Anal. 15 (2), 389-414, (June 2020) DOI: 10.1214/19-BA1157 Open Access
KEYWORDS: ANOVA, ANCOVA, Built-in robustness, maximum likelihood estimation, super heavy-tailed distributions, Variable selection, whole robustness, 62F35, 62J05
Jarno Vanhatalo, Marcelo Hartmann, Lari Veneranta
Bayesian Anal. 15 (2), 415-447, (June 2020) DOI: 10.1214/19-BA1158 Open Access
KEYWORDS: linear model of coregionalization, hierarchical model, heterogeneous data, spatial prediction, model comparison, Laplace approximation, covariance transformation, 60G15, 60K35, 62P12
Jami J. Mulgrave, Subhashis Ghosal
Bayesian Anal. 15 (2), 449-475, (June 2020) DOI: 10.1214/19-BA1159 Open Access
KEYWORDS: Bayesian inference, nonparanormal, Gaussian graphical models, Sparsity, continuous shrinkage prior, 62F15, 62G05, 62-09
Rajarshi Guhaniyogi, Abel Rodriguez
Bayesian Anal. 15 (2), 477-503, (June 2020) DOI: 10.1214/19-BA1160 Open Access
KEYWORDS: latent factor model, nodal attribute, Social network, spike and slab prior, systemic dimensions
Maxim Rabinovich, Aaditya Ramdas, Michael I. Jordan, Martin J. Wainwright
Bayesian Anal. 15 (2), 505-532, (June 2020) DOI: 10.1214/19-BA1151 Open Access
KEYWORDS: Markov chains, Markov chain Monte Carlo, Concentration inequalities, confidence intervals, sequential testing, statistics, Probability, 60J10, 62M05, 62M02
Cristiano Villa, Jeong Eun Lee
Bayesian Anal. 15 (2), 533-558, (June 2020) DOI: 10.1214/19-BA1162 Open Access
KEYWORDS: Bayesian variable selection, Linear regression, loss functions, objective priors
Kurtis Shuler, Marilou Sison-Mangus, Juhee Lee
Bayesian Anal. 15 (2), 559-578, (June 2020) DOI: 10.1214/19-BA1164 Open Access
KEYWORDS: count data, harmful algal bloom, microbiome, negative binomial, next-generation sequencing, nonlocal prior, stochastic search variable selection
Zhi-Qiang Wang, Nian-Sheng Tang
Bayesian Anal. 15 (2), 579-604, (June 2020) DOI: 10.1214/19-BA1165 Open Access
KEYWORDS: Bayesian analysis, local influence analysis, non-ignorable missing data, Quantile regression, Variable selection, 62F15, 62H12, 62J20
Invited Case Study
Bohai Zhang, Noel Cressie
Bayesian Anal. 15 (2), 605-631, (June 2020) DOI: 10.1214/20-BA1209 Open Access
KEYWORDS: Binary data, forecasting, hierarchical statistical model, latent Gaussian process, MCMC, 62F15, 60G15, 62J12, 62P12
Andrea Tancredi, Rebecca Steorts, Brunero Liseo
Bayesian Anal. 15 (2), 633-682, (June 2020) DOI: 10.1214/19-BA1146 Open Access
KEYWORDS: cluster analysis, entity resolution, partition models, record linkage
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