Advance Publication | 2023
 
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Articles
Umberto Picchini, Umberto Simola, Jukka Corander
Bayesian Anal. Advance Publication, 1-31, (2022) DOI: 10.1214/22-BA1305 Open Access
KEYWORDS: Bayesian inference, cosmological parameters, intractable likelihoods, likelihood-free
Ryan Giordano, Runjing Liu, Michael I. Jordan, Tamara Broderick
Bayesian Anal. Advance Publication, 1-67, (2022) DOI: 10.1214/22-BA1309 Open Access
KEYWORDS: Dirichlet process, stick breaking, local robustness, variational Bayes, Fréchet differentiability, fastSTRUCTURE
Akihiko Nishimura, Marc A. Suchard
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1308 Open Access
KEYWORDS: Bayesian inference, Sparsity, generalized linear model, Markov chain Monte Carlo, ergodicity, 60J20, 62F15, 62J07
Marta Crispino, Isadora Antoniano-Villalobos
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1307 Open Access
KEYWORDS: Bayesian subjective inference, conjugate priors, Mallows model for rankings, Ranking data, permutations, permutohedron, 62F15, 62F07
Brandon Berman, Wesley O. Johnson, Weining Shen
Bayesian Anal. Advance Publication, 1-21, (2022) DOI: 10.1214/22-BA1312 Open Access
KEYWORDS: Asymptotic approximation, Binomial regression, generalized linear mixed models, Markov chain Monte Carlo, sufficient reduction
Gemma E. Moran, John P. Cunningham, David M. Blei
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1313 Open Access
KEYWORDS: predictive checks, model criticism, Bayesian workflow
Wael A. J. Al-Taie, Malcolm Farrow
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1314 Open Access
KEYWORDS: Bayes linear kinematics, Bayes linear Bayes graphical model, Survival analysis, prognostic index, missing covariates
Eunice Okome Obiang, Pascal Jézéquel, Frédéric Proïa
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/22-BA1315 Open Access
KEYWORDS: high-dimensional linear regression, partial graphical model, partial correlation, Bayesian approach, Sparsity, spike-and-slab, Gibbs sampler, 62A09, 62F15, 62J05
Henry Shaowu Yuchi, Simon Mak, Yao Xie
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1317 Open Access
KEYWORDS: hierarchical modeling, Manifold sampling, matrix factorization, Matrix completion, Seismic imaging, uncertainty quantification
Andrew Chapple, Yussef Bennani, Meredith Clement
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1316 Open Access
KEYWORDS: multi-armed trials, group sequential trials, Bayesian clustering
Beniamino Hadj-Amar, Jack Jewson, Mark Fiecas
Bayesian Anal. Advance Publication, 1-31, (2022) DOI: 10.1214/22-BA1318 Open Access
KEYWORDS: Markov switching process, Hamiltonian Monte Carlo, Bayes factor, telemetric activity data, circadian rhythm
Guanyu Hu, Junxian Geng, Yishu Xue, Huiyan Sang
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1320 Open Access
KEYWORDS: Lorenz curve, Markov random field, mixture of finite mixtures, spatial functional data clustering, 62P20, 91B72
Alexander Buchholz, Daniel Ahfock, Sylvia Richardson
Bayesian Anal. Advance Publication, 1-32, (2022) DOI: 10.1214/22-BA1321 Open Access
KEYWORDS: marginal likelihood, Distributed computation, 62F15, 68W15
David A. Stephens, Widemberg S. Nobre, Erica E. M. Moodie, Alexandra M. Schmidt
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1322 Open Access
KEYWORDS: Bayesian bootstrap, Bayesian causal inference, de Finetti’s representation, model mis-specification, propensity score adjustment
Xi Chen, Farhan Feroz, Michael Hobson
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1323 Open Access
KEYWORDS: Bayesian inference, automatic posterior repartitioning, nested sampling, unrepresentative prior
Hunanyan Sona, Rue Håvard, Plummer Martyn, Roos Małgorzata
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/22-BA1325 Open Access
KEYWORDS: empirical determinacy, likelihood weighting, Bayesian meta-analysis, Bayesian hierarchical models, Identification
Andrea Cremaschi, Raffaele Argiento, Maria De Iorio, Cai Shirong, Yap Seng Chong, Michael Meaney, Michelle Kee
Bayesian Anal. Advance Publication, 1-23, (2022) DOI: 10.1214/22-BA1326 Open Access
KEYWORDS: multi-state models, Normalised Point Processes, graphical models, Mixture models, Markov chain Monte Carlo
Andrés F. Barrientos, Deborshee Sen, Garritt L. Page, David B. Dunson
Bayesian Anal. Advance Publication, 1-30, (2022) DOI: 10.1214/22-BA1324 Open Access
KEYWORDS: Bayesian, ordering statements, ranking, decision theory, sports statistics
Andrew A. Manderson, Robert J. B. Goudie
Bayesian Anal. Advance Publication, 1-34, (2022) DOI: 10.1214/22-BA1327 Open Access
KEYWORDS: combining models, Markov melding, Bayesian graphical models, multi-stage estimation, model/data integration, integrated population model
Philippe Gagnon
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1330 Open Access
KEYWORDS: Bayesian statistics, Built-in robustness, constant-tailed priors, heavy-tailed distributions, weak convergence, whole robustness
L. F. South, C. J. Oates, A. Mira, C. Drovandi
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1328 Open Access
KEYWORDS: Bayesian inference, controlled thermodynamic integration – CTI, curse of dimensionality, Markov chain Monte Carlo simulation, MCMC, Monte Carlo simulations, penalized regression, sequential Monte Carlo – SMC, Stein operator, variance reduction, 62-08, 62F15
Yuexi Wang, Nicholas Polson, Vadim O. Sokolov
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/22-BA1331 Open Access
KEYWORDS: deep learning, Data augmentation, MCMC, back-propagation, SGD
Philip Greengard, Jeremy Hoskins, Charles C. Margossian, Jonah Gabry, Andrew Gelman, Aki Vehtari
Bayesian Anal. Advance Publication, 1-19, (2022) DOI: 10.1214/22-BA1329 Open Access
KEYWORDS: hierarchical modeling, Linear regression, mixed effects models, fast algorithms
Matthias Sachs, Deborshee Sen, Jianfeng Lu, David Dunson
Bayesian Anal. Advance Publication, 1-19, (2022) DOI: 10.1214/22-BA1319 Open Access
KEYWORDS: Gibbs sampler, Markov chain Monte Carlo, non-reversible, Piecewise deterministic Markov process, sub-sampling
Michele Zemplenyi, Jeffrey W. Miller
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1335 Open Access
KEYWORDS: optimal experimental design, Active learning, graphical models
Mélodie Monod, Alexandra Blenkinsop, Andrea Brizzi, Yu Chen, Carlos Cardoso Correia Perello, Vidoushee Jogarah, Yuanrong Wang, Seth Flaxman, Samir Bhatt, Oliver Ratmann
Bayesian Anal. Advance Publication, 1-31, (2022) DOI: 10.1214/22-BA1334 Open Access
KEYWORDS: Bayesian statistics, Non-parametric statistics, Gaussian process approximations, Stan probabilistic computing language, Covid-19, mortality, 62F15, 60G15, 65D07, 62P10
Matias Quiroz, David J. Nott, Robert Kohn
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1332 Open Access
KEYWORDS: dynamic factor, stochastic gradient, spatio-temporal modelling
Kwangmin Lee, Kyoungjae Lee, Jaeyong Lee
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1333 Open Access
KEYWORDS: Minimax rate, inverse-Wishart, Bayesian, high-dimensional analysis, 62C20, 62F15, 62H10
Georgios Aristotelous, Theodore Kypraios, Philip D. O’Neill
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1336 Open Access
KEYWORDS: Epidemic model, infectious disease data, posterior predictive p-value, 62F15, 62P10, 62-08
Willem van den Boom, Maria De Iorio, Alexandros Beskos
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/22-BA1338 Open Access
KEYWORDS: Bayesian nonparametrics, degree-corrected stochastic blockmodels, dependent Dirichlet process, Gaussian graphical models, multiple graphical models, multivariate data analysis
Hongmei Zhang, Xianzheng Huang, Hasan Arshad
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/22-BA1337 Open Access
KEYWORDS: Bayesian methods, efficient Bayesian sampling, Gaussian network testing, latent data likelihood, penalized conditional posterior probability
Ian Vernon, John Paul Gosling
Bayesian Anal. Advance Publication, 1-33, (2022) DOI: 10.1214/22-BA1340 Open Access
KEYWORDS: emulation, Gaussian process, sensitivity analysis
Asael Fabian Martínez
Bayesian Anal. Advance Publication, 1-20, (2022) DOI: 10.1214/22-BA1341 Open Access
KEYWORDS: Betti numbers, cluster analysis, lifetimes, outlier detection, Random partitions, topological data analysis, 62F15, 62R40, 62H30
Rafael Cabral, David Bolin, Håvard Rue
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1342 Open Access
KEYWORDS: Bayesian, penalized complexity, priors, non-Gaussian, generalized asymmetric Laplace, normal inverse Gaussian, SPDE, Matérn covariance, 62F15, 62M20, 62M40
José J. Quinlan, Garritt L. Page, Luis M. Castro
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/22-BA1344 Open Access
KEYWORDS: correlated random partitions, multiple change point analysis, multivariate time series
Giorgio Paulon, Peter Müller, Victor G. Sal y Rosas
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1346 Open Access
KEYWORDS: survival regression, Current status data, Bayesian nonparametrics, joint modeling, race model, recurrent infections
Yasuyuki Hamura, Takahiro Onizuka, Shintaro Hashimoto, Shonosuke Sugasawa
Bayesian Anal. Advance Publication, 1-21, (2022) DOI: 10.1214/22-BA1348 Open Access
KEYWORDS: gamma distribution, Kullback-Leibler super-efficiency, Markov chain Monte Carlo, tail-robustness
Xuan Cao, Kyoungjae Lee
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/22-BA1350 Open Access
KEYWORDS: high-dimensional, nonlocal prior, strong selection consistency, 62F15, 62J12, 62F12
Fadhel Ayed, Juho Lee, François Caron
Bayesian Anal. Advance Publication, 1-30, (2022) DOI: 10.1214/22-BA1343 Open Access
KEYWORDS: stochastic volatility models, power-law, regular variation, Ornstein-Uhlenbeck, Bayesian inference, pseudo-marginal Markov chain Monte Carlo
Chetkar Jha, Dongchu Sun
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1345 Open Access
KEYWORDS: conditional reference prior, multi-group model, Non-informative prior, non-regular case, non-regular uniform model, objective Bayesian model, general invariance
Henrique Bolfarine, Carlos M. Carvalho, Hedibert F. Lopes, Jared S. Murray
Bayesian Anal. Advance Publication, 1-23, (2022) DOI: 10.1214/22-BA1349 Open Access
KEYWORDS: Bayesian factor analysis, Model selection, sparse loadings, factor dimension, loss function
Yuki Ohnishi, Arman Sabbaghi
Bayesian Anal. Advance Publication, 1-30, (2022) DOI: 10.1214/22-BA1347 Open Access
KEYWORDS: Bayesian causal inference, noncompliance, Principal stratification, Rubin Causal Model, two-stage randomized design, missing not at random
Zijian Zeng, Meng Li, Marina Vannucci
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/22-BA1352 Open Access
KEYWORDS: Nonparametric regression, Variable selection, spike-and-slab prior, smoothing, mean-covariance estimation
Christian Staerk, Maria Kateri, Ioannis Ntzoufras
Bayesian Anal. Advance Publication, 1-31, (2022) DOI: 10.1214/22-BA1351 Open Access
KEYWORDS: adaptive MCMC, generalized linear models, High-dimensional data, Sparsity, Variable selection
Dennis Christensen
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/22-BA1353 Open Access
KEYWORDS: Bayesian nonparametrics, binary response data, Current status data, bioassay, permanents, importance sampling, Binary classification, 62N01, 62G05, 15A15
Arash Amini, Marina Paez, Lizhen Lin
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1355 Open Access
KEYWORDS: Community detection, hierarchical stochastic block model (HSBM), multiplex networks, Hierarchical Dirichlet process, random partition
Federico Camerlenghi, Riccardo Corradin, Andrea Ongaro
Bayesian Anal. Advance Publication, 1-30, (2023) DOI: 10.1214/22-BA1358 Open Access
KEYWORDS: Bayesian nonparametrics, Gibbs-type priors, species sampling models, Random partitions, Mixture models, 62G05, 62F15, 60G25
Roberto Ascari, Agnese Maria Di Brisco, Sonia Migliorati, Andrea Ongaro
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/22-BA1359 Open Access
KEYWORDS: Dirichlet regression, simplex, Outliers, latent clusters, Hamiltonian Monte Carlo
Hyun Bin Kang, Yeo Jin Jung, Jaewoo Park
Bayesian Anal. Advance Publication, 1-32, (2023) DOI: 10.1214/22-BA1354 Open Access
KEYWORDS: functional regression, non-Gaussian spatial data, Markov chain Monte Carlo, Dimension reduction, Gaussian Markov random fields
Shai Gorsky, Cliburn Chan, Li Ma
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/22-BA1356 Open Access
KEYWORDS: nonparametric estimation, Mixture models, cytometry
Yang Liu, Robert J. B. Goudie
Bayesian Anal. Advance Publication, 1-36, (2023) DOI: 10.1214/22-BA1357 Open Access
KEYWORDS: geographically weighted regression, modularized Bayesian, cutting feedback, model misspecification, power likelihood, 62F15, 62J12
Ioannis Papageorgiou, Ioannis Kontoyiannis
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/23-BA1362 Open Access
KEYWORDS: discrete time series, Bayesian context trees, branching processes, exact sampling, consistency, Model selection, prediction, Entropy estimation, context-tree weighting
Olha Bodnar, Taras Bodnar
Bayesian Anal. Advance Publication, 1-34, (2023) DOI: 10.1214/23-BA1363 Open Access
KEYWORDS: multivariate random effects model, noninformative prior, propriety, elliptically contoured distribution, multivariate meta-analysis, 62F15, 62H10, 62H12
Andrew Magee, Michael Karcher, Frederick A. Matsen IV, Volodymyr M. Minin
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/22-BA1339 Open Access
KEYWORDS: Monte Carlo error, Phylogenetics, effective sample size, MCMC
Qian Zhang, Faming Liang
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1364 Open Access
KEYWORDS: inner Markov chain, Intractable normalizing constant, log-concave density, Social network, Wasserstein distance, 62F15, 62A09
Maria Masotti, Lin Zhang, Gregory J. Metzger, Joseph S. Koopmeiners
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1366 Open Access
KEYWORDS: biomedical imaging, Functional estimation, reversible jump MCMC, spatial partitioning, spatial statistics
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