VOL. 16 · NO. 4 | December 2021
Bayesian Anal. 16 (4), (December 2021) Open Access
No abstract available
Bayesian Anal. 16 (4), (December 2021) Open Access
No abstract available
Isaac Lavine, Michael Lindon, Mike West
Bayesian Anal. 16 (4), 1059-1083, (December 2021) DOI: 10.1214/20-BA1245 Open Access
KEYWORDS: Bayesian forecasting, decision analysis, dynamic dependency network models, dynamic linear models, Gibbs model probabilities, macroeconomic forecasting, model averaging, model structure uncertainty, shotgun stochastic search
Maria M. Barbieri, James O. Berger, Edward I. George, Veronika Ročková
Bayesian Anal. 16 (4), 1085-1112, (December 2021) DOI: 10.1214/20-BA1249 Open Access
KEYWORDS: Bayesian variable selection, median probability model, multicollinearity, spike and slab, 62C10, 62F15
Federico Castelletti, Guido Consonni
Bayesian Anal. 16 (4), 1113-1137, (December 2021) DOI: 10.1214/21-BA1260 Open Access
KEYWORDS: Graphical model, Directed acyclic graph, DAG-probit, Causal inference, DAG-Wishart, modified Cholesky decomposition
Edward George, Gourab Mukherjee, Keisuke Yano
Bayesian Anal. 16 (4), 1139-1155, (December 2021) DOI: 10.1214/21-BA1264 Open Access
KEYWORDS: predictive density, α-divergences, predictive inference, optimal shrinkage, risk estimation, Empirical Bayes, 62L20, 60F15, 60G42
Sayar Karmakar, Arkaprava Roy
Bayesian Anal. 16 (4), 1157-1185, (December 2021) DOI: 10.1214/21-BA1267 Open Access
KEYWORDS: autoregressive model, B-splines, Hamiltonian Monte Carlo (HMC), non-stationary, posterior contraction, Volatility
Mario Beraha, Alessandra Guglielmi, Fernando A. Quintana
Bayesian Anal. 16 (4), 1187-1219, (December 2021) DOI: 10.1214/21-BA1278 Open Access
KEYWORDS: Bayes factors, Bayesian nonparametrics, Partial exchangeability, posterior consistency, homogeneity test, 60G57, 62G05, 62F15, 62H30
Rajarshi Guhaniyogi, Daniel Spencer
Bayesian Anal. 16 (4), 1221-1249, (December 2021) DOI: 10.1214/21-BA1280 Open Access
KEYWORDS: brain activation, BOLD measure, fMRI studies, multiway stick breaking shrinkage prior, posterior consistency, tensor response
Per Sidén, Finn Lindgren, David Bolin, Anders Eklund, Mattias Villani
Bayesian Anal. 16 (4), 1251-1278, (December 2021) DOI: 10.1214/21-BA1283 Open Access
KEYWORDS: spatial priors, Gaussian Markov random fields, fMRI, spatiotemporal modeling, efficient computation
Sylvia Frühwirth-Schnatter, Gertraud Malsiner-Walli, Bettina Grün
Bayesian Anal. 16 (4), 1279-1307, (December 2021) DOI: 10.1214/21-BA1294 Open Access
KEYWORDS: Bayesian mixtures, Dirichlet process mixtures, sparse finite mixtures, Pitman-Yor process mixtures, reversible jump MCMC, Gibbs-type priors, 62H30, 65C40
Giacomo Zanella, Gareth Roberts
Bayesian Anal. 16 (4), 1309-1391, (December 2021) DOI: 10.1214/20-BA1242 Open Access
KEYWORDS: Gibbs sampler, Convergence rates, hierarchical models, multigrid decomposition, centred and non-centred parametrizations, statistical identifiability
John R. Lewis, Steven N. MacEachern, Yoonkyung Lee
Bayesian Anal. 16 (4), 1393-1462, (December 2021) DOI: 10.1214/21-BA1257 Open Access
KEYWORDS: Markov chain Monte Carlo, M-estimation, robust regression
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