Advance Publication | 2024
 
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Articles
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
Daniel Mork, Ander Wilson
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/23-BA1412 Open Access
KEYWORDS: Bayesian additive regression trees, monotone, distributed lag, Variable selection, informative priors
Daniel K. Sewell
Bayesian Anal. Advance Publication, 1-24, (2024) DOI: 10.1214/24-BA1414 Open Access
KEYWORDS: exponential tilting; prior information; posterior inference
Mario Beraha, Riccardo Corradin
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1416 Open Access
KEYWORDS: Approximate Bayesian Computation, Markov chain Monte Carlo, adaptive sampling scheme, Bayesian nonparametric, Wasserstein distance, Mixture models
Cecilia Balocchi, Federico Camerlenghi, Stefano Favaro
Bayesian Anal. Advance Publication, 1-26, (2024) DOI: 10.1214/24-BA1418 Open Access
KEYWORDS: Bayesian nonparametrics, exchangeable partition probability function, first r order frequency, ordered Pitman-Yor process prior, species sampling problems, Population genetics
Luyi Shen, Arash Amini, Nathaniel Josephs, Lizhen Lin
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1415 Open Access
KEYWORDS: Community detection, networks with covariates, covariate-dependent random partition prior, Gibbs sampler
Clara Grazian
Bayesian Anal. Advance Publication, 1-32, (2024) DOI: 10.1214/24-BA1419 Open Access
KEYWORDS: Dirichlet process, spatio-temporal modeling, stick-breaking processes, Mixture models, rainfalls, 62F15, 62G05, 62M30
Junyi Zhang, Angelos Dassios
Bayesian Anal. Advance Publication, 1-31, (2024) DOI: 10.1214/24-BA1421 Open Access
KEYWORDS: Bayesian nonparametric statistics, completely random measures, blocked Gibbs sampler, approximate inference, generalised gamma process, 62C10, 60G57
Vianey Palacios Ramírez, Miguel de Carvalho, Luis Gutiérrez
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1420 Open Access
KEYWORDS: Bayesian nonparametrics, bulk, normalized generalized gamma process, random probability measure, stick-breaking prior, tail index
Steffen Ventz, Lorenzo Trippa
Bayesian Anal. Advance Publication, 1-23, (2024) DOI: 10.1214/24-BA1417 Open Access
KEYWORDS: Bayesian designs, de-intensification clinical studies, multi-arm clinical trials
Sylvia Frühwirth-Schnatter, Darjus Hosszejni, Hedibert Freitas Lopes
Bayesian Anal. Advance Publication, 1-112, (2024) DOI: 10.1214/24-BA1423 Open Access
KEYWORDS: hierarchical model, Identifiability, point-mass mixture priors, marginal data augmentation, reversible jump MCMC, prior distribution, Sparsity, Heywood problem, rotational invariance, ancillarity-sufficiency interweaving strategy, fractional priors, 62H25, 62F15
Alessandra Mattei, Peng Ding, Veronica Ballerini, Fabrizia Mealli
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1425 Open Access
KEYWORDS: Bayesian causal inference, ensoring, competing risks, noncompliance, potential outcomes, survival
Sudipto Saha, Jonathan R. Bradley
Bayesian Anal. Advance Publication, 1-40, (2024) DOI: 10.1214/24-BA1426 Open Access
KEYWORDS: Bayesian hierarchical model, big data, curse of dimensionality, subsampling method, Gibbs-within-composite sampler, Markov chain Monte Carlo, spatial data
Mengying Lei, Aurélie Labbe, Lijun Sun
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1428 Open Access
KEYWORDS: Gaussian process, tensor regression, Bayesian framework, multivariate spatiotemporal processes, spatiotemporal modeling
Brian Kundinger, Jerome P. Reiter, Rebecca C. Steorts
Bayesian Anal. Advance Publication, 1-24, (2024) DOI: 10.1214/24-BA1427 Open Access
KEYWORDS: data fusion, data cleaning, entity resolution, hashing, record linkage
Hassan Maatouk, Didier Rullière, Xavier Bay
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1429 Open Access
KEYWORDS: Gaussian processes, multiple shape constraints, convex and non-convex constraints, flat region, MAP estimate, HMC sampler, 62G05, 62G08, 62G09
Martin Metodiev, Marie Perrot-Dockès, Sarah Ouadah, Nicholas J. Irons, Pierre Latouche, Adrian E. Raftery
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1422 Open Access
KEYWORDS: marginal likelihood estimation, reciprocal importance sampling, 62F15, 62-04, 62F12
Yunyi Shen, Claudia Solís-Lemus, Sameer K. Deshpande
Bayesian Anal. Advance Publication, 1-25, (2024) DOI: 10.1214/24-BA1430 Open Access
KEYWORDS: penalized likelihood, posterior concentration, Variable selection, covariance selection, EM algorithm, 62F15, 62F12
Anindya Roy, Tucker S. McElroy
Bayesian Anal. Advance Publication, 1-25, (2024) DOI: 10.1214/24-BA1424 Open Access
KEYWORDS: 91B84, 62M10, 62F15, structural time series, signal extraction, impact of extreme events, Covid-19
Zifei Han, Victor De Oliveira
Bayesian Anal. Advance Publication, 1-25, (2024) DOI: 10.1214/24-BA1431 Open Access
KEYWORDS: Geostatistics, reference prior, spectral approximation, 62F15, 62F10, 62P12
Daniel A. Henderson
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1434 Open Access
KEYWORDS: bucket order, EM algorithm, Gibbs sampler, latent variables, MCMC algorithms, ordered partitions, prediction
Jesse Bowers, Steve Culpepper
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1433 Open Access
KEYWORDS: Categorical data analysis, clustering, latent variable, lcm
Rachel L. Wilkerson, Jim Q. Smith
Bayesian Anal. Advance Publication, 1-23, (2024) DOI: 10.1214/24-BA1447 Open Access
KEYWORDS: diagnostics, Staged trees, Chain Event Graphs
Elizabeth Bersson, Peter D. Hoff
Bayesian Anal. Advance Publication, 1-27, (2024) DOI: 10.1214/24-BA1449 Open Access
KEYWORDS: Kronecker product, quadratic discriminant analysis, regularized discriminant analysis, matrix decomposition, Bayes, Empirical Bayes, shrinkage estimation, hierarchical model
Michael Brand
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1450 Open Access
KEYWORDS: axiomatic method, Bayes estimation, inference, Minimum Message Length, point estimation, risk averse, error intolerant, Wallace-Freeman, 62F10, 62F15
Umberto Picchini, Massimiliano Tamborrino
Bayesian Anal. Advance Publication, 1-32, (2024) DOI: 10.1214/24-BA1451 Open Access
KEYWORDS: Approximate Bayesian Computation, copulas, sequential importance sampling, sequential Monte Carlo, simulation-based inference
Kyoungjae Lee, Won Chang, Xuan Cao
Bayesian Anal. Advance Publication, 1-20, (2024) DOI: 10.1214/24-BA1452 Open Access
KEYWORDS: joint selection consistency, fractional posterior, scalable inference, 62F15, 62F12, 62H12
Aldo Gardini, Fedele Greco, Carlo Trivisano
Bayesian Anal. Advance Publication, 1-27, (2024) DOI: 10.1214/24-BA1454 Open Access
KEYWORDS: Gaussian Markov random fields, hypergeometric functions, integral equations, prior elicitation, Quadratic forms, 62F15, 62J12
Charles C. Margossian, Matthew D. Hoffman, Pavel Sountsov, Lionel Riou-Durand, Aki Vehtari, Andrew Gelman
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1453 Open Access
KEYWORDS: Markov chain Monte Carlo, parallel computation, convergence diagnostics, Bayesian inference, Rˆ statistic, 62-08
Patric Bonnier, Harald Oberhauser
Bayesian Anal. Advance Publication, 1-32, (2024) DOI: 10.1214/24-BA1435 Open Access
David T. Frazier, David J Nott
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1448 Open Access
KEYWORDS: cutting feedback, model misspecification, modularization, semi-modular inference, generalized Bayesian inference
Takeru Matsuda, Fumiyasu Komaki, William E. Strawderman
Bayesian Anal. Advance Publication, 1-20, (2024) DOI: 10.1214/24-BA1457 Open Access
KEYWORDS: matrix normal distribution, predictive density, reduced-rank regression, shrinkage prior, Singular value, 62C10, 62F15, 62F10
Matthew J. Heaton, Jacob A. Johnson
Bayesian Anal. Advance Publication, 1-23, (2024) DOI: 10.1214/24-BA1459 Open Access
KEYWORDS: spatial statistics, stationary process, high dimensional
Douglas Mateus da Silva, Dani Gamerman
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1460 Open Access
KEYWORDS: Bayesian inference, Data augmentation, Geostatistics, point process, prediction, preferential sampling, 62F15, 62M30, 62H11
Noirrit Kiran Chandra, Peter Müller, Abhra Sarkar
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1461 Open Access
KEYWORDS: false discovery rate control, Gaussian graphical models, latent factor models, Markov chain Monte Carlo, posterior concentration, precision matrix estimation, scalable computation
Akira Horiguchi, Cliburn Chan, Li Ma
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1462 Open Access
KEYWORDS: discrete random measure, Bayesian nonparametrics, tail-free process, clustering analysis, flow cytometry
Laura D’Angelo, Francesco Denti
Bayesian Anal. Advance Publication, 1-34, (2024) DOI: 10.1214/24-BA1458 Open Access
KEYWORDS: Dirichlet process, finite mixture, partially exchangeable data, multivariate data, variational Bayes
Alessandro Zito, Tommaso Rigon, David B. Dunson
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1463 Open Access
KEYWORDS: Bayesian nonparametrics, clustering, conjugate priors, Dirichlet process, Gibbs-type priors, 62F15, 62H30
Ian Vernon, Jonathan Owen, Jonathan Carter
Bayesian Anal. Advance Publication, 1-31, (2024) DOI: 10.1214/24-BA1456 Open Access
KEYWORDS: uncertainty quantification, Gaussian process, Bayes linear, 62F15, 62K20, 62G08
Gyeonghun Kang, Seonghyun Jeong
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1466 Open Access
KEYWORDS: Bayesian nonparametrics, exponential family models, mixtures of g-priors, Nonparametric regression, regression splines, 62G08, 62J12
Paul Blomstedt, Diego Mesquita, Omar Rivasplata, Jarno Lintusaari, Tuomas Sivula, Jukka Corander, Samuel Kaski
Bayesian Anal. Advance Publication, 1-26, (2024) DOI: 10.1214/24-BA1465 Open Access
KEYWORDS: Meta-analysis, Bayesian analyses, likelihood-free inference, Approximate Bayesian Computation, machine learning
Luke Hagar, Nathaniel T. Stevens
Bayesian Anal. Advance Publication, 1-26, (2024) DOI: 10.1214/24-BA1469 Open Access
KEYWORDS: Experimental design, interval hypotheses, low-discrepancy sequences, power analysis, the Bernstein-von Mises theorem, 62F15, 62K99, 62F03
Sameer K. Deshpande, Ray Bai, Cecilia Balocchi, Jennifer E. Starling, Jordan Weiss
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1470 Open Access
KEYWORDS: tree ensembles, local linear modeling, posterior contraction, 62F15, 91G60, 62F12, 62P25
Petar Jovanovski, Andrew Golightly, Umberto Picchini
Bayesian Anal. Advance Publication, 1-31, (2024) DOI: 10.1214/24-BA1467 Open Access
KEYWORDS: Approximate Bayesian Computation, biochemical reaction networks, invariant neural networks, sequential Monte Carlo, simulation-based inference, smoothing
Geoffrey R. Hosack
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1472 Open Access
KEYWORDS: conditional means prior, exponential dispersion model, extended generalised linear model, multinomial GLM, ordinal GLM, simplex distribution, 62F15, 62J12, 62H05
Ben Swallow, David A. Rand, Giorgos Minas
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1471 Open Access
KEYWORDS: sensitivity analysis, parameter identifiability, SDE, Reaction networks, linear noise approximation, system size expansion, Oscillations, limit cycle, 62-08, 62F15, 60K35, 62P10
Bora Jin, Michele Peruzzi, David Dunson
Bayesian Anal. Advance Publication, 1-22, (2024) DOI: 10.1214/24-BA1473 Open Access
KEYWORDS: Air pollution, Bayesian geostatistics, Directed acyclic graph, Gaussian process, nonstationarity
Arkaprava Roy, Zhou Lan
Bayesian Anal. Advance Publication, 1-30, (2024) DOI: 10.1214/24-BA1483 Open Access
KEYWORDS: multi-group, neuroimaging, posterior consistency, scalar on vector-valued image regression, soft-thresholding, Variable selection
Matthew D. Koslovsky, Andee Kaplan, Victoria A. Terranova, Mevin B. Hooten
Bayesian Anal. Advance Publication, 1-31, (2024) DOI: 10.1214/24-BA1477 Open Access
KEYWORDS: categorical data, Criminology, ecology, misclassification, record linkage, zero-inflation
Ida Scheel, Jørund Gåsemyr
Bayesian Anal. Advance Publication, 1-26, (2024) DOI: 10.1214/24-BA1478 Open Access
KEYWORDS: conflict diagnostics, Directed acyclic graph, Bayesian model criticism, graphical diagnostics, Conflict measures, 62F15
Rihou Ou, Alexander L. Young, Deborshee Sen, David B. Dunson
Bayesian Anal. Advance Publication, 1-29, (2024) DOI: 10.1214/24-BA1494 Open Access
KEYWORDS: Bayesian inference, clustering, Hidden Markov model, Markov chain Monte Carlo, sub-sampling, stochastic gradient, 65C05, 60J22, 62F15
Kyoungjae Lee, Seongil Jo, Kyeongwon Lee, Jaeyong Lee
Bayesian Anal. Advance Publication, 1-28, (2024) DOI: 10.1214/24-BA1495 Open Access
KEYWORDS: sure screening property, selection consistency, minimax convergence rate, 62H12, 62E20, 62F15, 62H15
Kevin J. Wilson, Malcolm Farrow, Simon French, David Hartley
Bayesian Anal. Advance Publication, 1-25, (2024) DOI: 10.1214/24-BA1497 Open Access
KEYWORDS: Expert judgement, prior elicitation, subjective prior, Bayesian aggregation
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