VOL. 13 · NO. 2 | June 2018
 
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Frontmatter
Bayesian Anal. 13 (2), (June 2018)
No abstract available
Bayesian Anal. 13 (2), (June 2018)
No abstract available
Articles
Yu-Bo Wang, Ming-Hui Chen, Lynn Kuo, Paul O. Lewis
Bayesian Anal. 13 (2), 311-333, (June 2018) DOI: 10.1214/17-BA1049
KEYWORDS: Bayesian model selection, Cure rate model, harmonic mean estimator, inflated density ratio estimator, ordinal probit regression, power prior
Daniel A. Henderson, Liam J. Kirrane
Bayesian Anal. 13 (2), 335-358, (June 2018) DOI: 10.1214/17-BA1048
KEYWORDS: Bayesian inference, Gibbs sampling, latent variable models, permutations, ranks, sport
Joyee Ghosh, Yingbo Li, Robin Mitra
Bayesian Anal. 13 (2), 359-383, (June 2018) DOI: 10.1214/17-BA1051
KEYWORDS: binary regression, existence of posterior mean, Markov chain Monte Carlo, probit regression, separation, slow mixing
Tevfik Aktekin, Nick Polson, Refik Soyer
Bayesian Anal. 13 (2), 385-409, (June 2018) DOI: 10.1214/17-BA1054
KEYWORDS: state space, Count time series, multivariate Poisson, scaled beta prior, particle learning
Lili Zhao, Weisheng Wu, Dai Feng, Hui Jiang, XuanLong Nguyen
Bayesian Anal. 13 (2), 411-436, (June 2018) DOI: 10.1214/17-BA1055
KEYWORDS: Bayesian RNA-Seq, Chinese restaurant table distribution, differential test, exon usage, transcript analysis
Panayiota Touloupou, Naif Alzahrani, Peter Neal, Simon E. F. Spencer, Trevelyan J. McKinley
Bayesian Anal. 13 (2), 437-459, (June 2018) DOI: 10.1214/17-BA1057
KEYWORDS: epidemics, marginal likelihood, Model evidence, Model selection
Jean-Bernard Salomond
Bayesian Anal. 13 (2), 461-484, (June 2018) DOI: 10.1214/17-BA1059
KEYWORDS: Hypothesis testing, Bayesian inference, asymptotic properties of tests, nonparametric inference, Goodness-of-fit, Monotonicity
Cheng Zhang, Babak Shahbaba, Hongkai Zhao
Bayesian Anal. 13 (2), 485-506, (June 2018) DOI: 10.1214/17-BA1060
KEYWORDS: Markov chain Monte Carlo, variational inference, free-form approximation, 65C60, 65C05
Christopher Nemeth, Chris Sherlock
Bayesian Anal. 13 (2), 507-530, (June 2018) DOI: 10.1214/17-BA1063
KEYWORDS: big data, Markov chain Monte Carlo, Gaussian processes, distributed importance sampling
Hamid Zareifard, Majid Jafari Khaledi, Firoozeh Rivaz, Mohammad Q. Vahidi-Asl
Bayesian Anal. 13 (2), 531-557, (June 2018) DOI: 10.1214/17-BA1064
KEYWORDS: spatial process, skewness, slice sampling, mixed outcomes, misalignment
Sara Wade, Zoubin Ghahramani
Bayesian Anal. 13 (2), 559-626, (June 2018) DOI: 10.1214/17-BA1073
KEYWORDS: mixture model, random partition, variation of information, Binder’s loss
Invited Review Paper
Guido Consonni, Dimitris Fouskakis, Brunero Liseo, Ioannis Ntzoufras
Bayesian Anal. 13 (2), 627-679, (June 2018) DOI: 10.1214/18-BA1103
KEYWORDS: objective Bayes, model comparison, criteria for model choice, noninformative prior, reference prior, Variable selection, high-dimensional model, 62F15, 62-02, 62J05, 62A01
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