VOL. 16 · NO. 2 | June 2021
 
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Frontmatter
Bayesian Anal. 16 (2), (June 2021)
No abstract available
Bayesian Anal. 16 (2), (June 2021)
No abstract available
Articles
Filippo Ascolani, Antonio Lijoi, Matteo Ruggiero
Bayesian Anal. 16 (2), 371-395, (June 2021) DOI: 10.1214/20-BA1206
KEYWORDS: Chinese restaurant, conveyor belt, random partition, Hidden Markov model, generalized Pólya urn, predictive distribution, 62F15, 62G25, 62M20
Umberto Simola, Jessi Cisewski-Kehe, Michael U. Gutmann, Jukka Corander
Bayesian Anal. 16 (2), 397-423, (June 2021) DOI: 10.1214/20-BA1211
KEYWORDS: complex stochastic modeling, likelihood-free methods, sequential Monte Carlo
Andreas Heinecke, Lifeng Ye, Maria De Iorio, Timothy Ebbels
Bayesian Anal. 16 (2), 425-458, (June 2021) DOI: 10.1214/20-BA1208
KEYWORDS: MCMC, Metabolomics, NMR spectroscopy, shrinkage priors, wavelet frames
Daniel R. Kowal
Bayesian Anal. 16 (2), 459-487, (June 2021) DOI: 10.1214/20-BA1213
KEYWORDS: Bayesian methods, factor model, forecasting, shrinkage, yield curve
Samantha Leorato, Maura Mezzetti
Bayesian Anal. 16 (2), 489-519, (June 2021) DOI: 10.1214/20-BA1215
KEYWORDS: Bayesian inference, correlated factor loadings, factor analysis, autoregressive model, spatial data
Lu Shaochuan
Bayesian Anal. 16 (2), 521-544, (June 2021) DOI: 10.1214/20-BA1218
KEYWORDS: continuous-time forward-filtering backward-sampling algorithms, uniformization, infinite hidden Markov models, Markov jump processes, Poisson processes
Nadja Klein, Manuel Carlan, Thomas Kneib, Stefan Lang, Helga Wagner
Bayesian Anal. 16 (2), 545-573, (June 2021) DOI: 10.1214/20-BA1214
KEYWORDS: penalised splines, prior elicitation, parameter expansion, scaled beta prime distribution, shrinkage properties
Imke Botha, Robert Kohn, Christopher Drovandi
Bayesian Anal. 16 (2), 575-609, (June 2021) DOI: 10.1214/20-BA1216
KEYWORDS: Bayesian inference, hierarchical models, MCMC, particle Gibbs, pseudo-marginal, random effects
Birgir Hrafnkelsson, Stefan Siegert, Raphaël Huser, Haakon Bakka, Árni V. Jóhannesson
Bayesian Anal. 16 (2), 611-638, (June 2021) DOI: 10.1214/20-BA1219
KEYWORDS: Approximate Bayesian inference, Bayesian hierarchical model, latent Gaussian model, multivariate link function, spatio-temporal data
Arya A. Pourzanjani, Richard M. Jiang, Brian Mitchell, Paul J. Atzberger, Linda R. Petzold
Bayesian Anal. 16 (2), 639-666, (June 2021) DOI: 10.1214/20-BA1202
KEYWORDS: orthogonal matrix, transformation, dimensionality reduction, Principal Component Analysis, 60K35, 60K35, 60K35
Aki Vehtari, Andrew Gelman, Daniel Simpson, Bob Carpenter, Paul-Christian Bürkner
Bayesian Anal. 16 (2), 667-718, (June 2021) DOI: 10.1214/20-BA1221
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