VOL. 13 · NO. 4 | December 2018
 
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Frontmatter
Bayesian Anal. 13 (4), (December 2018)
No abstract available
Bayesian Anal. 13 (4), (December 2018)
No abstract available
Articles
Hang Qian
Bayesian Anal. 13 (4), 1011-1035, (December 2018) DOI: 10.1214/17-BA1083
KEYWORDS: conjugate prior, hierarchical shrinkage, MapReduce, 62E15, 62J07, 68W10
Yuttapong Thawornwattana, Daniel Dalquen, Ziheng Yang
Bayesian Anal. 13 (4), 1037-1063, (December 2018) DOI: 10.1214/17-BA1084
KEYWORDS: asymptotic variance, bimodal kernel, Metropolis–Hastings algorithm, Mirror kernel, molecular clock dating, variable transformation
Mingyuan Zhou
Bayesian Anal. 13 (4), 1065-1093, (December 2018) DOI: 10.1214/17-BA1070
KEYWORDS: burstiness, count matrix factorization, hierarchical gamma-negative binomial process, parsimonious representation, self- and cross-excitation
Yang Ni, Yuan Ji, Peter Müller
Bayesian Anal. 13 (4), 1095-1110, (December 2018) DOI: 10.1214/17-BA1087
KEYWORDS: simultaneous equation models, Markov equivalence, directed cycles, feedback loop, multimodal genomic data
Lutz F. Gruber, Claudia Czado
Bayesian Anal. 13 (4), 1111-1135, (December 2018) DOI: 10.1214/17-BA1089
KEYWORDS: Multivariate analysis, dependence modeling, copula modeling, vine copulas, Bayesian inference, posterior simulation, importance sampling, simulation studies, financial analysis, risk forecasting
Biao Yang, Jonathan R. Stroud, Gabriel Huerta
Bayesian Anal. 13 (4), 1137-1161, (December 2018) DOI: 10.1214/17-BA1088
KEYWORDS: Bayesian smoothing, particle filtering, particle learning, particle smoothing, state-space models, stochastic volatility
Chong Wang, David M. Blei
Bayesian Anal. 13 (4), 1163-1191, (December 2018) DOI: 10.1214/17-BA1090
KEYWORDS: robust statistics, Empirical Bayes, probabilistic models, variational inference, expectation-maximization, generalized linear models, topic models
Joris Mulder, Luis Raúl Pericchi
Bayesian Anal. 13 (4), 1193-1214, (December 2018) DOI: 10.1214/17-BA1092
KEYWORDS: matrix-variate F distribution, intrinsic prior, testing inequality constraints, horsehoe prior, hierarchical models
Kyoungjae Lee, Jaeyong Lee
Bayesian Anal. 13 (4), 1215-1233, (December 2018) DOI: 10.1214/18-BA1094
KEYWORDS: Bayesian minimax rate, convergence rate, decision theoretic prior selection, unconstrained covariance, 62C10, 62C20, 62F15
Federico Castelletti, Guido Consonni, Marco L. Della Vedova, Stefano Peluso
Bayesian Anal. 13 (4), 1235-1260, (December 2018) DOI: 10.1214/18-BA1101
KEYWORDS: Bayesian model selection, CPDAG, essential graph, fractional Bayes factor, Graphical model
Martin Bezener, John Hughes, Galin Jones
Bayesian Anal. 13 (4), 1261-1313, (December 2018) DOI: 10.1214/18-BA1108
KEYWORDS: Bayesian variable selection, fMRI, MCMC, Spatiotemporal, areal model
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