Advance Publication | 2022
 
The advance publication content published here for the Bayesian Analysis is in its final form; it has been reviewed, corrected, edited, typeset, and assigned a permanent digital object identifier (DOI). The article's pagination will be updated when the article is assigned to a volume and issue.

Advance publication content can be cited using the date of online publication and the DOI.
VIEW ALL ABSTRACTS +
Articles
Richard L. Warr, David B. Dahl, Jeremy M. Meyer, Arthur Lui
Bayesian Anal. Advance Publication, 1-37, (2021) DOI: 10.1214/21-BA1279 Open Access
KEYWORDS: Bayesian nonparametric models, clustering, Chinese restaurant process, feature allocations, Indian buffet process, latent feature models
Alejandro Murua, Fernando Andrés Quintana
Bayesian Anal. Advance Publication, 1-27, (2021) DOI: 10.1214/21-BA1284 Open Access
KEYWORDS: clustering, CAR model, stick-breaking prior, gene expression
Antonio R. Linero, Piyali Basak, Yinpu Li, Debajyoti Sinha
Bayesian Anal. Advance Publication, 1-24, (2021) DOI: 10.1214/21-BA1285 Open Access
KEYWORDS: Bayesian additive regression trees, Data augmentation, proportional hazards, nonparametric Bayes, Survival analysis
Antony Overstall, James McGree
Bayesian Anal. Advance Publication, 1-21, (2021) DOI: 10.1214/21-BA1286 Open Access
KEYWORDS: cubic spline basis, expected loss function, full-treatment model, model discrepancy, Non-linear model, normal linear model
Yuling Yao, Gregor Pirš, Aki Vehtari, Andrew Gelman
Bayesian Anal. Advance Publication, 1-29, (2021) DOI: 10.1214/21-BA1287 Open Access
KEYWORDS: Bayesian hierarchical modeling, conditional prediction, covariate shift, model averaging, stacking, prior construction
Dimitris Fouskakis, Ioannis Ntzoufras
Bayesian Anal. Advance Publication, 1-27, (2021) DOI: 10.1214/21-BA1288 Open Access
KEYWORDS: Bayesian model comparison, expected-posterior priors, imaginary training samples, mixtures of g-priors, objective priors
Yaozhong Hu, Junxi Zhang
Bayesian Anal. Advance Publication, 1-20, (2021) DOI: 10.1214/21-BA1290 Open Access
KEYWORDS: Bayesian nonparametric priors, stick-breaking process, Dirichlet process, Two-parameter Poisson-Dirichlet process, normalized inverse Gaussian process, normalized generalized gamma process, generalized Dirichlet process, Strong law of large numbers, functional central limit theorem, 60G57, 62F15, 62G20, 60F05
Tianyu Cui, Aki Havulinna, Pekka Marttinen, Samuel Kaski
Bayesian Anal. Advance Publication, 1-31, (2021) DOI: 10.1214/21-BA1291 Open Access
KEYWORDS: informative prior, neural network, proportion of variance explained, Sparsity
Fan Yin, Weining Shen, Carter T. Butts
Bayesian Anal. Advance Publication, 1-39, (2022) DOI: 10.1214/21-BA1298 Open Access
KEYWORDS: exponential-family random graph models (ERGMs), Bayesian mixture model, MCMC, adjusted pseudolikelihood, political co-voting networks, brain functional connectivity networks
Fangzheng Xie, Joshua Cape, Carey E. Priebe, Yanxun Xu
Bayesian Anal. Advance Publication, 1-25, (2022) DOI: 10.1214/21-BA1292 Open Access
KEYWORDS: joint sparsity, latent factor model, matrix spike-and-slab LASSO, rate-optimal posterior contraction, two-to-infinity norm loss, 62H25, 62C10, 62H12
Sébastien Marmin, Maurizio Filippone
Bayesian Anal. Advance Publication, 1-41, (2022) DOI: 10.1214/21-BA1293 Open Access
KEYWORDS: Bayesian inference, Neural nets, computer experiments, deep Gaussian process, 62F15, 62M45, 62K99
Mengyang Gu, Hanmo Li
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/21-BA1295 Open Access
KEYWORDS: orthogonality, marginalization, correlated data, Gaussian processes
Matthew Heiner, Athanasios Kottas
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/21-BA1296 Open Access
KEYWORDS: Dirichlet process mixtures, dynamical system, local regression, Markov chain Monte Carlo, order selection
Sharmistha Guha, Jerome P. Reiter, Andrea Mercatanti
Bayesian Anal. Advance Publication, 1-25, (2022) DOI: 10.1214/21-BA1297 Open Access
KEYWORDS: treatment, Matching, observational, Fusion, propensity
Nathan Sandholtz, Yohsuke Miyamoto, Luke Bornn, Maurice A. Smith
Bayesian Anal. Advance Publication, 1-24, (2022) DOI: 10.1214/21-BA1303 Open Access
KEYWORDS: Bayesian optimization, directional statistics, exploration vs. exploitation, human cognition, inverse optimization, lab experiment, probabilistic models
Kyoungjae Lee, Lizhen Lin
Bayesian Anal. Advance Publication, 1-23, (2022) DOI: 10.1214/21-BA1299 Open Access
KEYWORDS: selection consistency, optimal posterior convergence rate, varying bandwidth
Joshua Daniel Loyal, Yuguo Chen
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/21-BA1300 Open Access
KEYWORDS: longitudinal networks, mixture model, nonparametric Bayes, social networks, statistical network analysis
Jonathan H. Huggins, Jeffrey W. Miller
Bayesian Anal. Advance Publication, 1-26, (2022) DOI: 10.1214/21-BA1301 Open Access
KEYWORDS: asymptotics, bagging, Bayesian model averaging, bootstrap, model misspecification, stability
Pei-Shien Wu, Ryan Martin
Bayesian Anal. Advance Publication, 1-28, (2022) DOI: 10.1214/21-BA1302 Open Access
KEYWORDS: coverage probability, generalized posterior calibration algorithm, model misspecification, SafeBayes algorithm, 60K35, 60K35, 60K35
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
Dennis Prangle, Sophie Harbisher, Colin S. Gillespie
Bayesian Anal. Advance Publication, 1-31, (2022) DOI: 10.1214/22-BA1306 Open Access
KEYWORDS: automatic differentiation, Game theory, geostatistical regression, Hyvärinen score, minimax optimisation, pharmacokinetics
Samuel E. Jackson, Ian Vernon
Bayesian Anal. Advance Publication, 1-27, (2022) DOI: 10.1214/22-BA1304 Open Access
KEYWORDS: Bayes linear emulation, simulators, boundary conditions, systems biology
Olli Saarela, Christian Rohrbeck, Elja Arjas
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/22-BA1310 Open Access
KEYWORDS: Monotonic regression, non-parametric Bayesian regression, ordinal regression, proportional odds model
Luiz M. Carvalho, Daniel A. M. Villela, Flavio C. Coelho, Leonardo S. Bastos
Bayesian Anal. Advance Publication, 1-29, (2022) DOI: 10.1214/22-BA1311 Open Access
KEYWORDS: logarithmic pooling, expert opinion, hierarchical modelling, Bayesian melding, 60K35, 60K35, 60K35
Ryan Giordano, Runjing Liu, Michael I. Jordan, Tamara Broderick
Bayesian Anal. Advance Publication, 1-53, (2022) DOI: 10.1214/22-BA1309 Open Access
KEYWORDS: Dirichlet process, stick breaking, local robustness, variational Bayes, Fréchet differentiability, fastSTRUCTURE
Riccardo Passeggeri
Bayesian Anal. Advance Publication, 1-34, (2022) DOI: 10.1214/21-BA1289 Open Access
KEYWORDS: Infinite divisibility, completely random measure, dense class, nonparametric Bayesian analysis, automatic conjugacy, truncation error analysis, 60E07, 60G57, 60A10, 62F15
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
Back to Top