Advance Publication | 2024
 
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Articles
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
Karl L. Hallgren, Nicholas A. Heard, Melissa J. M. Turcotte
Bayesian Anal. Advance Publication, 1-28, (2023) DOI: 10.1214/23-BA1365 Open Access
KEYWORDS: Changepoint detection, Graphical model, informative prior, auxiliary variable MCMC, cyber-security
Hugo L. Hammer, Michael A. Riegler, Håkon Tjelmeland
Bayesian Anal. Advance Publication, 1-22, (2023) DOI: 10.1214/23-BA1368 Open Access
KEYWORDS: Approximate Bayesian inference, expected evaluation, Markov chain Monte Carlo
Fabian Dablander, Don van den Bergh, Eric-Jan Wagenmakers, Alexander Ly
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1369 Open Access
KEYWORDS: Bayes factors, Model selection, Comparing variances, 62F03, 62F15
Marco Gramatica, Silvia Liverani, Peter Congdon
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1370 Open Access
KEYWORDS: Bayesian hierarchical modelling, Conditional autoregressive prior, multiple membership, spatial misalignment
Anna Pajor, Jacek Osiewalski, Justyna Wróblewska, Łukasz Kwiatkowski
Bayesian Anal. Advance Publication, 1-33, (2023) DOI: 10.1214/23-BA1367 Open Access
KEYWORDS: predictive Bayes factor, density forecast, cointegration, time-varying volatility, 62F15, 60G25, 62M20
Jonathan Boss, Jyotishka Datta, Xin Wang, Sung Kyun Park, Jian Kang, Bhramar Mukherjee
Bayesian Anal. Advance Publication, 1-30, (2023) DOI: 10.1214/23-BA1371 Open Access
KEYWORDS: global-local shrinkage prior, grouped regressors, horseshoe prior, multicollinearity, multipollutant modeling, multivariate shrinkage
Chirag Modi, Alex Barnett, Bob Carpenter
Bayesian Anal. Advance Publication, 1-28, (2023) DOI: 10.1214/23-BA1360 Open Access
KEYWORDS: delayed rejection, Hamiltonian Monte Carlo, detailed balance, multiscale distributions
Saverio Ranciati, Veronica Vinciotti, Ernst C. Wit, Giuliano Galimberti
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1372 Open Access
KEYWORDS: Heterogeneity, Mixture models, overlapping clusters, Bayesian inference, Binary data, probit regression
Kyoungjae Lee, Kisung You, Lizhen Lin
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1373 Open Access
KEYWORDS: Bayesian hypothesis test, Bayes factor consistency, high-dimensional covariance matrix, optimal high-dimensional tests, 62F15, 62F03, 62H15
Xuan Cao, Kyoungjae Lee
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/23-BA1376 Open Access
KEYWORDS: joint selection consistency, Markov random field prior, Parkinson’s disease, 62F15, 62J12, 62F12
Erica M. Porter, Christopher T. Franck, Marco A. R. Ferreira
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1375 Open Access
KEYWORDS: Bayesian model selection, spatial statistics, Areal data, ICAR random effects, fractional Bayes factor
Mike West
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1379 Open Access
KEYWORDS: Bayesian forecasting, Bayesian predictive synthesis, distributions of loss, entropic tilting, forecast reconciliation, hierarchical forecasting, multivariate time series forecasting, optimization, 62C05, 62C10, 62F15, 62F30
Rebecca Souza, Lilia Costa, Marina Paez, João Sato, Candida Barreto
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1377 Open Access
KEYWORDS: dynamic variable selection, dynamic graphical models, effective connectivity, brain network, dynamic spike-and-slab priors, time series, network data
Mingrui Liang, Matthew D. Koslovsky, Emily T. Hébert, Michael S. Businelle, Marina Vannucci
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/23-BA1380 Open Access
KEYWORDS: clustering, Ewens-Pitman Attraction distribution, Functional data analysis, spiked nonparametric priors, Variable selection
Giorgio Paulon, Peter Müller, Abhra Sarkar
Bayesian Anal. Advance Publication, 1-31, (2023) DOI: 10.1214/23-BA1383 Open Access
KEYWORDS: B-splines, factorial hidden Markov models (fHMM), higher order singular value decomposition (HOSVD), local variable selection, longitudinal data, partition models
Petrus Mikkola, Osvaldo A. Martin, Suyog Chandramouli, Marcelo Hartmann, Oriol Abril Pla, Owen Thomas, Henri Pesonen, Jukka Corander, Aki Vehtari, Samuel Kaski, Paul-Christian Bürkner, Arto Klami
Bayesian Anal. Advance Publication, 1-33, (2023) DOI: 10.1214/23-BA1381 Open Access
KEYWORDS: prior elicitation, prior distribution, informative prior, Bayesian workflow, domain knowledge
Anupreet Porwal, Abel Rodríguez
Bayesian Anal. Advance Publication, 1-24, (2023) DOI: 10.1214/23-BA1389 Open Access
KEYWORDS: generalized linear model, logistic regression, Bayesian model selection, expected-posterior priors, default priors
Tin D. Nguyen, Jonathan Huggins, Lorenzo Masoero, Lester Mackey, Tamara Broderick
Bayesian Anal. Advance Publication, 1-38, (2023) DOI: 10.1214/23-BA1385 Open Access
Gwangsu Kim, Chang D Yoo, Yongdai Kim
Bayesian Anal. Advance Publication, 1-19, (2023) DOI: 10.1214/23-BA1384 Open Access
KEYWORDS: B-spline, generalized additive model, partial likelihood, Posterior contraction rate, proportional hazards model, 62F15, 60G15, 62G20
Felipe J Medina-Aguayo, Xavier Didelot, Richard G Everitt
Bayesian Anal. Advance Publication, 1-31, (2023) DOI: 10.1214/23-BA1388 Open Access
KEYWORDS: Genetics, recombination, ClonalOrigin, reversible-jump MCMC, 92D15, 62-08
Ilsang Ohn, Lizhen Lin, Yongdai Kim
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1392 Open Access
KEYWORDS: adaptive inference, sparse factor models, factor dimensionality, covariance matrix estimation, optimal posterior concentration rate, 62F15, 62G20
Vladimir Spokoiny
Bayesian Anal. Advance Publication, 1-28, (2023) DOI: 10.1214/23-BA1391 Open Access
KEYWORDS: Gaussian approximation, effective dimension, posterior mean, 62F15, 60F25, 62C10
Brian King, Daniel R. Kowal
Bayesian Anal. Advance Publication, 1-26, (2023) DOI: 10.1214/23-BA1394 Open Access
KEYWORDS: discrete data, state-space model, particle filter, selection normal
Nicolás Kuschinski, Alejandro Jara
Bayesian Anal. Advance Publication, 1-28, (2023) DOI: 10.1214/23-BA1396 Open Access
KEYWORDS: random probability distributions, Bayesian semiparametric modelling, association modelling, multivariate density estimation, 62G07, 62C10, 62H99
Christopher Aicher, Srshti Putcha, Christopher Nemeth, Paul Fearnhead, Emily Fox
Bayesian Anal. Advance Publication, 1-23, (2023) DOI: 10.1214/23-BA1395 Open Access
KEYWORDS: Bayesian inference, exponential forgetting, Markov chain Monte Carlo, nonlinear state space model, particle filtering, stochastic gradient
Harlan Campbell, Paul Gustafson
Bayesian Anal. Advance Publication, 1-16, (2023) DOI: 10.1214/23-BA1397 Open Access
Shuying Wang, Stephen G. Walker
Bayesian Anal. Advance Publication, 1-24, (2023) DOI: 10.1214/23-BA1398 Open Access
KEYWORDS: Data augmentation, SIR & SEIR models, Markov chain Monte Carlo
Théo Moins, Julyan Arbel, Anne Dutfoy, Stéphane Girard
Bayesian Anal. Advance Publication, 1-26, (2023) DOI: 10.1214/23-BA1399 Open Access
KEYWORDS: computational statistics, convergence diagnostics, Markov chain Monte Carlo, potential scale reduction factor
Tui H. Nolan, Jeff Goldsmith, David Ruppert
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1393 Open Access
KEYWORDS: Nonparametric regression, Kullback-Liebler divergence, functional principal component scores, Mean field, 60K35, 60K35
Ning Ning
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1401 Open Access
KEYWORDS: Bayesian inference, quantile feature selection, Dimension reduction, Multivariate Time Series Analysis, 62F15, 62M10, 62H86
Rongqian Sun, Xinyuan Song
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/23-BA1402 Open Access
KEYWORDS: Bayesian additive regression trees, cured subgroup, heterogeneous treatment effect, nonparametric methods, right-censored survival outcome
Joshua S. North, Christopher K. Wikle, Erin M. Schliep
Bayesian Anal. Advance Publication, 1-30, (2023) DOI: 10.1214/23-BA1406 Open Access
KEYWORDS: Bayesian dynamic discovery, data-driven discovery, nonlinear dynamic equation, partial differential equation
Xian Yao Gwee, Isobel Claire Gormley, Michael Fop
Bayesian Anal. Advance Publication, 1-29, (2023) DOI: 10.1214/23-BA1403 Open Access
KEYWORDS: Bayesian nonparametrics, latent position model, multiplicative gamma process prior, adaptive sampler, network data
Quan Vu, Matthew T. Moores, Andrew Zammit-Mangion
Bayesian Anal. Advance Publication, 1-25, (2023) DOI: 10.1214/23-BA1400 Open Access
KEYWORDS: Autologistic model, delayed-acceptance MCMC, exchange algorithm, hidden Potts model, importance sampling, nonstationarity
Martin Modrák, Angie H. Moon, Shinyoung Kim, Paul Bürkner, Niko Huurre, Kateřina Faltejsková, Andrew Gelman, Aki Vehtari
Bayesian Anal. Advance Publication, 1-28, (2023) DOI: 10.1214/23-BA1404 Open Access
KEYWORDS: Calibration, probabilistic programming, Software testing, 62C10
Chiyu Gu, Veerabhadran Baladandayuthapani, Subharup Guha
Bayesian Anal. Advance Publication, 1-30, (2023) DOI: 10.1214/23-BA1407 Open Access
KEYWORDS: 2R2CF, first order models, Mixture models, sticky Pitman-Yor process, two-restaurant two-cuisine franchise
Abhishek Ojha, Naveen N. Narisetty
Bayesian Anal. Advance Publication, 1-27, (2023) DOI: 10.1214/23-BA1408 Open Access
Junxi Zhang, Yaozhong Hu
Bayesian Anal. Advance Publication, 1-26, (2024) DOI: 10.1214/23-BA1411 Open Access
KEYWORDS: Bayesian nonparametrics, posterior consistency, Bernstein-von Mises theorem, normalized random measures with independent increments, Lévy intensity, normalized generalized gamma process, credible sets, 62G20, 60F05, 62G15, 60G57
Alex Cooper, Dan Simpson, Lauren Kennedy, Catherine Forbes, Aki Vehtari
Bayesian Anal. Advance Publication, 1-25, (2024) DOI: 10.1214/23-BA1409 Open Access
KEYWORDS: model comparison, cross-validation, uncertainty, serial dependence
Matthew D. Koslovsky, Kelley Pettee Gabriel, Michael Businelle, David W. Wetter, Darla Kendzor
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1413 Open Access
KEYWORDS: accelerometry, clustering, Ecological momentary assessment, joint modeling, nonparametric Bayes, species sampling priors
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