VOL. 13 · NO. 4 | December 2018
Bayesian Anal. 13 (4), (December 2018) Open Access
No abstract available
Bayesian Anal. 13 (4), (December 2018) Open Access
No abstract available
Hang Qian
Bayesian Anal. 13 (4), 1011-1035, (December 2018) DOI: 10.1214/17-BA1083 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
KEYWORDS: Bayesian variable selection, fMRI, MCMC, Spatiotemporal, areal model
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