VOL. 13 · NO. 1 | March 2018
 
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Frontmatter
Bayesian Anal. 13 (1), (March 2018)
No abstract available
Bayesian Anal. 13 (1), (March 2018)
No abstract available
Articles
Maria A. Terres, Montserrat Fuentes, Dean Hesterberg, Matthew Polizzotto
Bayesian Anal. 13 (1), 1-28, (March 2018) DOI: 10.1214/16-BA1034
KEYWORDS: Conditional dependence, lattice, non-separable covariance, quasi-matern spectral density, spatial modeling
Daniele Durante, David B. Dunson
Bayesian Anal. 13 (1), 29-58, (March 2018) DOI: 10.1214/16-BA1030
KEYWORDS: brain network, mixture model, multiple testing, nonparametric Bayes
David J. Nott, Christopher C. Drovandi, Kerrie Mengersen, Michael Evans
Bayesian Anal. 13 (1), 59-83, (March 2018) DOI: 10.1214/16-BA1033
KEYWORDS: ABC, Bayesian inference, Bayesian p-values, posterior predictive check, Prior predictive check, weakly informative prior
Sindhu Ghanta, Jennifer G. Dy, Donglin Niu, Michael I. Jordan
Bayesian Anal. 13 (1), 85-113, (March 2018) DOI: 10.1214/16-BA1035
KEYWORDS: spatial Poisson process, segmentation, Bayesian nonparametrics, object detection
Ruby Chiu-Hsing Weng, D. Stephen Coad
Bayesian Anal. 13 (1), 115-137, (March 2018) DOI: 10.1214/16-BA1043
KEYWORDS: Bayesian inference, deterministic method, moment matching, online algorithm, Woodroofe–Stein’s identity
Christopher C. Drovandi, Minh-Ngoc Tran
Bayesian Anal. 13 (1), 139-162, (March 2018) DOI: 10.1214/16-BA1045
KEYWORDS: Approximate Bayesian Computation, evidence, Experimental design, importance sampling, mutual information, Laplace approximation, quasi-Monte Carlo
P. Richard Hahn, Carlos M. Carvalho, David Puelz, Jingyu He
Bayesian Anal. 13 (1), 163-182, (March 2018) DOI: 10.1214/16-BA1044
KEYWORDS: Causal inference, observational data, shrinkage estimation
Jingchen Hu, Jerome P. Reiter, Quanli Wang
Bayesian Anal. 13 (1), 183-200, (March 2018) DOI: 10.1214/16-BA1047
KEYWORDS: Confidentiality, Disclosure, latent, Multinomial, synthetic
James Johndrow, Anirban Bhattacharya
Bayesian Anal. 13 (1), 201-223, (March 2018) DOI: 10.1214/16-BA1046
KEYWORDS: credible region, conjugate prior, Contingency table, Dirichet–Multinomial, Kullback–Leibler divergence, Laplace approximation
James R. Faulkner, Vladimir N. Minin
Bayesian Anal. 13 (1), 225-252, (March 2018) DOI: 10.1214/17-BA1050
KEYWORDS: nonparametric, horseshoe prior, Lévy process, Hamiltonian Monte Carlo
Jonathan R. Bradley, Scott H. Holan, Christopher K. Wikle
Bayesian Anal. 13 (1), 253-310, (March 2018) DOI: 10.1214/17-BA1069
KEYWORDS: Aggregation, American Community Survey, Bayesian hierarchical model, big data, Longitudinal Employer-Household Dynamics (LEHD) program, Markov chain Monte Carlo, non-Gaussian, Quarterly Workforce Indicators, 62H11, 62P12
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