VOL. 11 · NO. 4 | December 2016
 
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Frontmatter
Bayesian Anal. 11 (4), (December 2016)
No abstract available
Bayesian Anal. 11 (4), (December 2016)
No abstract available
Articles
Chin-I. Cheng, Paul L. Speckman
Bayesian Anal. 11 (4), 957-975, (December 2016) DOI: 10.1214/15-BA974
KEYWORDS: Smoothing spline ANOVA, Bayes factor, laplace integration, reproducing kernel, Semiparametric model
Wen-Hsi Yang, Scott H. Holan, Christopher K. Wikle
Bayesian Anal. 11 (4), 977-1003, (December 2016) DOI: 10.1214/15-BA978
KEYWORDS: Locally stationary, Model selection, nonstationary, partial autocorrelation, piecewise stationary, sequential estimation, time-varying spectral density
N. T. Underhill, J. Q. Smith
Bayesian Anal. 11 (4), 1005-1033, (December 2016) DOI: 10.1214/15-BA980
KEYWORDS: scoring rules, Bayesian model selection, information criteria, utility based model selection
Samantha Leorato, Maura Mezzetti
Bayesian Anal. 11 (4), 1035-1069, (December 2016) DOI: 10.1214/15-BA979
KEYWORDS: Bayesian inference, Kronecker product, separable covariance matrix, inverse Wishart distribution, spatial–temporal dependence
Nadja Klein, Thomas Kneib
Bayesian Anal. 11 (4), 1071-1106, (December 2016) DOI: 10.1214/15-BA983
KEYWORDS: Kullback–Leibler divergence, Markov chain Monte Carlo simulations, penalised complexity prior, penalised splines, propriety of the posterior
J. Pablo Arias-Nicolás, Fabrizio Ruggeri, Alfonso Suárez-Llorens
Bayesian Anal. 11 (4), 1107-1136, (December 2016) DOI: 10.1214/15-BA984
KEYWORDS: robust Bayesian analysis, Bayesian sensitivity, class of priors, Stochastic orders, distortion functions, 62F15, 60E15
Seonghyun Jeong, Taeyoung Park
Bayesian Anal. 11 (4), 1137-1163, (December 2016) DOI: 10.1214/15-BA987
KEYWORDS: longitudinal data, random effects, Model selection, partial collapse, panel data, reparameterization, 62F15, 62J99
Rodrigo A. Collazo, Jim Q. Smith
Bayesian Anal. 11 (4), 1165-1201, (December 2016) DOI: 10.1214/15-BA981
KEYWORDS: chain event graph, Bayesian model selection, non-local prior, moment prior, discrete Bayesian networks, asymmetric discrete models, Bayes factor search
Tingting Zhao, Ziyu Wang, Alexander Cumberworth, Joerg Gsponer, Nando de Freitas, Alexandre Bouchard-Côté
Bayesian Anal. 11 (4), 1203-1237, (December 2016) DOI: 10.1214/15-BA982
KEYWORDS: CTMCs, Bayesian GLMs rate matrix, MCMC, AHMC, uniformization, phylogenetic tree, 60K35, 60K35, 60K35
Oksana A. Chkrebtii, David A. Campbell, Ben Calderhead, Mark A. Girolami
Bayesian Anal. 11 (4), 1239-1267, (December 2016) DOI: 10.1214/16-BA1017
KEYWORDS: Bayesian numerical analysis, uncertainty quantification, Gaussian processes, differential equation models, uncertainty in computer models
Martin Lysy
Bayesian Anal. 11 (4), 1269-1273, (December 2016) DOI: 10.1214/16-BA1036
KEYWORDS: Stochastic differential equations, probabilistic solution, diffusion bridge sampling
Sarat C. Dass
Bayesian Anal. 11 (4), 1275-1277, (December 2016) DOI: 10.1214/16-BA1037
No abstract available
Bani K. Mallick, Keren Yang, Nilabja Guha, Yalchin Efendiev
Bayesian Anal. 11 (4), 1279-1284, (December 2016) DOI: 10.1214/16-BA1038
KEYWORDS: Bayesian, uncertainty quantification, discretization errors, multiscale, variational formulation
François-Xavier Briol, Jon Cockayne, Onur Teymur, William Weimin Yoo, Jon Cockayne, Michael Schober, Philipp Hennig
Bayesian Anal. 11 (4), 1285-1293, (December 2016) DOI: 10.1214/16-BA1017A
KEYWORDS: probabilistic numerics, uncertainty quantification, numerical analysis, Differential equation, discretization uncertainty, B-splines, Tensor product B-splines, convergence rate
No abstract available
Oksana A. Chkrebtii, David A. Campbell, Ben Calderhead, Mark A. Girolami
Bayesian Anal. 11 (4), 1295-1299, (December 2016) DOI: 10.1214/16-BA1017REJ
No abstract available
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