VOL. 14 · NO. 2 | June 2019
 
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Frontmatter
Bayesian Anal. 14 (2), (June 2019)
No abstract available
Bayesian Anal. 14 (2), (June 2019)
No abstract available
Articles
Lloyd T. Elliott, Maria De Iorio, Stefano Favaro, Kaustubh Adhikari, Yee Whye Teh
Bayesian Anal. 14 (2), 313-339, (June 2019) DOI: 10.1214/17-BA1093
KEYWORDS: admixture modeling, Bayesian nonparametrics, Hierarchical Dirichlet process, linkage disequilibrium, population stratification, single nucleotide polymorphism data, MCMC algorithm
Daniela Pauger, Helga Wagner
Bayesian Anal. 14 (2), 341-369, (June 2019) DOI: 10.1214/18-BA1096
KEYWORDS: spike and slab prior, Sparsity, nominal and ordinal predictor, regression model, MCMC, Gibbs sampler
M. W. McLean, M. P. Wand
Bayesian Anal. 14 (2), 371-398, (June 2019) DOI: 10.1214/18-BA1098
KEYWORDS: Bayesian computing, factor graph, generalized additive models, generalized linear mixed models, Mean field variational Bayes, support vector machine classification, 62F15, 62J05, 62G08
Haolun Shi, Guosheng Yin
Bayesian Anal. 14 (2), 399-425, (June 2019) DOI: 10.1214/18-BA1109
KEYWORDS: Bayesian design, group sequential method, multiple testing, phase II clinical trial, posterior probability, type I error rate, 62C10, 62P10
Luis Gutiérrez, Eduardo Gutiérrez-Peña, Ramsés H. Mena
Bayesian Anal. 14 (2), 427-447, (June 2019) DOI: 10.1214/18-BA1113
KEYWORDS: Bookstein coordinates, Identifiability, medical image, shape regression, 62F15, 62H35, 62J05
Suprateek Kundu, Bani K. Mallick, Veera Baladandayuthapani
Bayesian Anal. 14 (2), 449-476, (June 2019) DOI: 10.1214/17-BA1086
KEYWORDS: covariance selection, Cholesky-based regularization, joint penalized credible regions, shrinkage priors, selection consistency
Łukasz Rajkowski
Bayesian Anal. 14 (2), 477-494, (June 2019) DOI: 10.1214/18-BA1114
KEYWORDS: Dirichlet process mixture models, Chinese restaurant process, 62F15
Benjamin Letham, Brian Karrer, Guilherme Ottoni, Eytan Bakshy
Bayesian Anal. 14 (2), 495-519, (June 2019) DOI: 10.1214/18-BA1110
KEYWORDS: Bayesian optimization, randomized experiments, quasi-Monte Carlo methods
Joris Mulder, Jean-Paul Fox
Bayesian Anal. 14 (2), 521-552, (June 2019) DOI: 10.1214/18-BA1115
KEYWORDS: Intraclass correlations, Bayes factors, stretched beta priors, shifted F priors, hierarchical models
Alberto Cassese, Weixuan Zhu, Michele Guindani, Marina Vannucci
Bayesian Anal. 14 (2), 553-572, (June 2019) DOI: 10.1214/18-BA1116
KEYWORDS: nonparametric Bayes, Variable selection, Markov random field, spatio-temporal data
Quan Zhou, Yongtao Guan
Bayesian Anal. 14 (2), 573-594, (June 2019) DOI: 10.1214/18-BA1120
KEYWORDS: Cholesky decomposition, exchange algorithm, fastBVSR, Gauss-Seidel method, heritability
Marko Järvenpää, Michael U. Gutmann, Arijus Pleska, Aki Vehtari, Pekka Marttinen
Bayesian Anal. 14 (2), 595-622, (June 2019) DOI: 10.1214/18-BA1121
KEYWORDS: Approximate Bayesian Computation, intractable likelihood, Gaussian processes, Bayesian optimisation, sequential experiment design
Marcos Oliveira Prates, Renato Martins Assunção, Erica Castilho Rodrigues
Bayesian Anal. 14 (2), 623-647, (June 2019) DOI: 10.1214/18-BA1123
KEYWORDS: Areal data, Bayesian statistics, spatial confounding, spatial regression
Luis Gutiérrez, Andrés F. Barrientos, Jorge González, Daniel Taylor-Rodríguez
Bayesian Anal. 14 (2), 649-675, (June 2019) DOI: 10.1214/18-BA1122
KEYWORDS: Bayes factor, dependent Dirichlet process, spike and slab priors, shift function, 62G10, 62G07, 62G05
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