VOL. 14 · NO. 4 | December 2019
Bayesian Anal. 14 (4), (December 2019) Open Access
No abstract available
Bayesian Anal. 14 (4), (December 2019) Open Access
No abstract available
Lindley Prize Issue: Articles from the 2018 ISBA World Meeting
Miguel de Carvalho, Garritt L. Page, Bradley J. Barney
Bayesian Anal. 14 (4), 1013-1036, (December 2019) DOI: 10.1214/18-BA1112 Open Access
KEYWORDS: Bayesian inference, geometry, Hellinger affinity, Hilbert space, marginal likelihood
Claudia Kirch, Matthew C. Edwards, Alexander Meier, Renate Meyer
Bayesian Anal. 14 (4), 1037-1073, (December 2019) DOI: 10.1214/18-BA1126 Open Access
KEYWORDS: Bayesian nonparametrics, Frequency domain, laser interferometric gravitational wave data, Spectral density, stationary time series
Amir Bashir, Carlos M. Carvalho, P. Richard Hahn, M. Beatrix Jones
Bayesian Anal. 14 (4), 1075-1090, (December 2019) DOI: 10.1214/18-BA1139 Open Access
KEYWORDS: covariance selection, decoupling shrinkage and selection, Gaussian graphical models, posterior summary, shrinkage prior
Gemma E. Moran, Veronika Ročková, Edward I. George
Bayesian Anal. 14 (4), 1091-1119, (December 2019) DOI: 10.1214/19-BA1149 Open Access
KEYWORDS: Bayesian variable selection, Bayesian shrinkage, Jeffreys’ priors, penalized likelihood, Spike-and-Slab Lasso
Guillaume Kon Kam King, Antonio Canale, Matteo Ruggiero
Bayesian Anal. 14 (4), 1121-1141, (December 2019) DOI: 10.1214/18-BA1140 Open Access
KEYWORDS: Approximate Bayesian Computation, Autoregression, Bayesian nonparametrics, Functional data analysis, prediction, time series
Nadja Klein, Michael Stanley Smith
Bayesian Anal. 14 (4), 1143-1171, (December 2019) DOI: 10.1214/18-BA1138 Open Access
KEYWORDS: distributional regression, horseshoe prior, penalized splines, radial basis, regression splines
Lutz F. Gruber, Erica F. Stuber, Lyndsie S. Wszola, Joseph J. Fontaine
Bayesian Anal. 14 (4), 1173-1199, (December 2019) DOI: 10.1214/19-BA1152 Open Access
KEYWORDS: integrated population model, panel data methods, discrete valued distributions, unevenly spaced time series
Julyan Arbel, Pierpaolo De Blasi, Igor Prünster
Bayesian Anal. 14 (4), 1201-1219, (December 2019) DOI: 10.1214/18-BA1127 Open Access
KEYWORDS: stochastic approximation, asymptotic distribution, Bayesian nonparametrics, Pitman–Yor process, random functionals, random probability measure, stopping rule, 62E20, 62C10
Abhirup Datta, Sudipto Banerjee, James S. Hodges, Leiwen Gao
Bayesian Anal. 14 (4), 1221-1244, (December 2019) DOI: 10.1214/19-BA1177 Open Access
KEYWORDS: Areal data, Bayesian inference, directed acyclic graphs, disease mapping, spatial autoregression
Jeong Eun Lee, Geoff K. Nicholls, Robin J. Ryder
Bayesian Anal. 14 (4), 1245-1269, (December 2019) DOI: 10.1214/19-BA1175 Open Access
KEYWORDS: Monte Carlo, approximation, Calibration, credible intervals, 65C05, 68W25, 62F15
Andrea Cremaschi, Raffaele Argiento, Katherine Shoemaker, Christine Peterson, Marina Vannucci
Bayesian Anal. 14 (4), 1271-1301, (December 2019) DOI: 10.1214/19-BA1153 Open Access
KEYWORDS: graphical models, Bayesian nonparametrics, normalized completely random measures, hierarchical models, radiomics data, t-distribution
Regular Article
Federico Camerlenghi, David B. Dunson, Antonio Lijoi, Igor Prünster, Abel Rodríguez
Bayesian Anal. 14 (4), 1303-1356, (December 2019) DOI: 10.1214/19-BA1169 Open Access
KEYWORDS: Bayesian nonparametrics, completely random measures, dependent nonparametric priors, Heterogeneity, Mixture models, nested processes, 60G57, 62G05, 62F15
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