VOL. 15 · NO. 4 | December 2020
Bayesian Anal. 15 (4), (December 2020) Open Access
No abstract available
Bayesian Anal. 15 (4), (December 2020) Open Access
No abstract available
Junyang Wang, Jon Cockayne, Chris. J. Oates
Bayesian Anal. 15 (4), 1057-1085, (December 2020) DOI: 10.1214/19-BA1183 Open Access
KEYWORDS: probabilistic numerics, ordinary differential equations, Lie groups
Akihiko Nishimura, David Dunson
Bayesian Anal. 15 (4), 1087-1108, (December 2020) DOI: 10.1214/19-BA1171 Open Access
KEYWORDS: Bayesian inference, Hamiltonian Monte Carlo, Markov chain Monte Carlo, multi-proposal, Rao-Blackwellization
Geir-Arne Fuglstad, Ingeborg Gullikstad Hem, Alexander Knight, Håvard Rue, Andrea Riebler
Bayesian Anal. 15 (4), 1109-1137, (December 2020) DOI: 10.1214/19-BA1185 Open Access
KEYWORDS: Additive models, hierarchical variance decomposition, latent Gaussian models, penalised complexity, joint prior distributions, variance parameters
Camille M. Moore, Nichole E. Carlson, Samantha MaWhinney, Sarah Kreidler
Bayesian Anal. 15 (4), 1139-1167, (December 2020) DOI: 10.1214/19-BA1181 Open Access
KEYWORDS: Dirichlet process, mixture model, missing data, Dropout, MCMC
Ali Foroughi pour, Lori A. Dalton
Bayesian Anal. 15 (4), 1169-1197, (December 2020) DOI: 10.1214/19-BA1182 Open Access
KEYWORDS: Bayesian decision theory, Variable selection, biomarker discovery, 62F15, 62C10, 62F07, 92C37
Shiwei Lan, Andrew Holbrook, Gabriel A. Elias, Norbert J. Fortin, Hernando Ombao, Babak Shahbaba
Bayesian Anal. 15 (4), 1199-1228, (December 2020) DOI: 10.1214/19-BA1173 Open Access
KEYWORDS: dynamic covariance modeling, spatio-temporal models, geometric methods, posterior contraction, Δ-Spherical Hamiltonian Monte Carlo
Arkaprava Roy, Subhashis Ghosal, Kingshuk Roy Choudhury
Bayesian Anal. 15 (4), 1229-1249, (December 2020) DOI: 10.1214/19-BA1186 Open Access
KEYWORDS: ADNI, Bayesian, Genome-wide association study (GWAS), Hamiltonian Monte Carlo, High-dimensional data, Single-index model, spike-and-slab prior
Tommi Perälä, Jarno Vanhatalo, Anna Chrysafi
Bayesian Anal. 15 (4), 1251-1280, (December 2020) DOI: 10.1214/19-BA1180 Open Access
KEYWORDS: expert elicitation, bias correction, Gaussian process, Supra Bayes, fisheries science, environmental management, 62F15, 62P12, 60G15
Víctor Peña, James O. Berger
Bayesian Anal. 15 (4), 1281-1297, (December 2020) DOI: 10.1214/19-BA1188 Open Access
David R. Bickel
Bayesian Anal. 15 (4), 1299-1321, (December 2020) DOI: 10.1214/19-BA1189 Open Access
KEYWORDS: explanatory coherence, foundations of Bayesian statistics, informative prior distribution, objective Bayes, objective prior distribution, Ockham’s razor, simplicity postulate, sharpened prior distribution
Dao Nguyen, Perry de Valpine, Yves Atchade, Daniel Turek, Nicholas Michaud, Christopher Paciorek
Bayesian Anal. 15 (4), 1323-1343, (December 2020) DOI: 10.1214/19-BA1190 Open Access
KEYWORDS: adaptive MCMC, MCMC efficiency, integrated autocorrelation time, Mixing
Fabrizio Leisen, Cristiano Villa, Stephen G. Walker
Bayesian Anal. 15 (4), 1345-1423, (December 2020) DOI: 10.1214/19-BA1187 Open Access
KEYWORDS: Calculus of variation, differential entropy, Euler–Lagrange equation, Fisher information, Invariance, objective Bayes, proper scoring rules
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