VOL. 14 · NO. 3 | September 2019
 
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Frontmatter
Bayesian Anal. 14 (3), (September 2019)
No abstract available
Bayesian Anal. 14 (3), (September 2019)
No abstract available
Articles
Yushu Shi, Michael Martens, Anjishnu Banerjee, Purushottam Laud
Bayesian Anal. 14 (3), 677-702, (September 2019) DOI: 10.1214/18-BA1119
KEYWORDS: Bayesian nonparametric methods, Density estimation, Survival analysis, low-information prior, Dirichlet process mixture model
Sohan Seth, Iain Murray, Christopher K. I. Williams
Bayesian Anal. 14 (3), 703-725, (September 2019) DOI: 10.1214/18-BA1124
KEYWORDS: model criticism, latent variable models, factor analysis, linear dynamical systems, Gaussian processes
Stefano Peluso, Siddhartha Chib, Antonietta Mira
Bayesian Anal. 14 (3), 727-751, (September 2019) DOI: 10.1214/18-BA1125
KEYWORDS: Bayesian semiparametric inference, Dirichlet process mixture, heterogeneous transition matrices, interest rates, 62F15, 62M10, 62G99
L. F. South, A. N. Pettitt, C. C. Drovandi
Bayesian Anal. 14 (3), 753-776, (September 2019) DOI: 10.1214/18-BA1129
KEYWORDS: copula, evidence, importance sampling, independent proposal, Markov chain Monte Carlo, marginal likelihood
Ioannis Ntzoufras, Claudia Tarantola, Monia Lupparelli
Bayesian Anal. 14 (3), 777-803, (September 2019) DOI: 10.1214/18-BA1128
KEYWORDS: graphical models, marginal log-linear parameterisation, Markov Chain Monte Carlo computation
Joseph Antonelli, Giovanni Parmigiani, Francesca Dominici
Bayesian Anal. 14 (3), 805-828, (September 2019) DOI: 10.1214/18-BA1131
KEYWORDS: High-dimensional data, Causal inference, Bayesian variable selection, shrinkage priors
Brian Neelon
Bayesian Anal. 14 (3), 829-855, (September 2019) DOI: 10.1214/18-BA1132
KEYWORDS: Zero inflation, zero-inflated negative binomial, Pólya-Gamma distribution, Data augmentation, spatiotemporal data
Mengyang Gu
Bayesian Anal. 14 (3), 857-885, (September 2019) DOI: 10.1214/18-BA1133
KEYWORDS: computer model, posterior propriety, reference prior, tail rate
Lizhen Lin, Niu Mu, Pokman Cheung, David Dunson
Bayesian Anal. 14 (3), 887-906, (September 2019) DOI: 10.1214/18-BA1135
KEYWORDS: extrinsic Gaussian process (eGP), manifold-valued predictors, neuro-imaging, regression on manifold
Muteb Alharthi, Theodore Kypraios, Philip D. O’Neill
Bayesian Anal. 14 (3), 907-936, (September 2019) DOI: 10.1214/18-BA1134
KEYWORDS: Bayes factor, power posterior, Stochastic epidemic model, 62P10, 62F15
Jon Cockayne, Chris J. Oates, Ilse C.F. Ipsen, Mark Girolami
Bayesian Anal. 14 (3), 937-1012, (September 2019) DOI: 10.1214/19-BA1145
KEYWORDS: probabilistic numerics, Linear systems, Krylov subspaces, 62C10, 62F15, 65F10
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