Bayesian Analysis Short Title: Bayesian Anal. Publisher: International Society for Bayesian Analysis c/o Carnegie Mellon University, Department of Statistics, Pittsburgh, PA ISSN: 1931-6690/e Online: http://projecteuclid.org/ba Comments: Journal; Indexed cover-to-cover; Published electronic only as of Vol. 1 (2006). This journal is available open access. Documents Indexed: 725 Publications (since 2006) References Indexed: 262 Publications with 10,599 References. all top 5 Latest Issues 16, No. 2 (2021) 16, No. 1 (2021) 15, No. 4 (2020) 15, No. 3 (2020) 15, No. 2 (2020) 15, No. 1 (2020) 14, No. 4 (2019) 14, No. 3 (2019) 14, No. 2 (2019) 14, No. 1 (2019) 13, No. 4 (2018) 13, No. 3 (2018) 13, No. 2 (2018) 13, No. 1 (2018) 12, No. 4 (2017) 12, No. 3 (2017) 12, No. 2 (2017) 12, No. 1 (2017) 11, No. 4 (2016) 11, No. 3 (2016) 11, No. 2 (2016) 11, No. 1 (2016) 10, No. 4 (2015) 10, No. 3 (2015) 10, No. 2 (2015) 10, No. 1 (2015) 9, No. 4 (2014) 9, No. 3 (2014) 9, No. 2 (2014) 9, No. 1 (2014) 8, No. 4 (2013) 8, No. 3 (2013) 8, No. 2 (2013) 8, No. 1 (2013) 7, No. 4 (2012) 7, No. 3 (2012) 7, No. 2 (2012) 7, No. 1 (2012) 6, No. 4 (2011) 6, No. 3 (2011) 6, No. 2 (2011) 6, No. 1 (2011) 5, No. 4 (2010) 5, No. 3 (2010) 5, No. 2 (2010) 5, No. 1 (2010) 4, No. 4 (2009) 4, No. 3 (2009) 4, No. 2 (2009) 4, No. 1 (2009) 3, No. 4 (2008) 3, No. 3 (2008) 3, No. 2 (2008) 3, No. 1 (2008) 2, No. 4 (2007) 2, No. 3 (2007) 2, No. 2 (2007) 2, No. 1 (2007) 1, No. 4 (2006) 1, No. 3 (2006) 1, No. 2 (2006) 1, No. 1 (2006) all top 5 Authors 14 Müller, Peter 12 Quintana, Fernando Andrés 12 Robert, Christian P. 10 Dunson, David Brian 10 Kadane, Joseph Born 10 West, Mike 9 Carvalho, Carlos Marinho 9 Gelman, Andrew 9 Mengersen, Kerrie L. 8 Gelfand, Alan Enoch 8 Polson, Nicholas G. 7 Berger, James Orvis 7 Carlin, Bradley P. 7 Chen, Minghui 7 Drovandi, Christopher C. 7 Ghosh, Malay 7 Griffin, Jim E. 7 Rousseau, Judith 7 Smith, James Quartermaine 6 Clarke, Bertrand S. 6 Ghosal, Subhashis 6 Held, Leonhard 6 Jara, Alejandro 6 Jordan, Michael Irwin 6 Liseo, Brunero 6 Neal, Radford M. 6 O’Hagan, Anthony 6 Pettitt, Anthony N. 6 Rue, Håvard 6 Steel, Mark F. J. 6 Vehtari, Aki 5 Bernardo, Jose-Miguel 5 Casarin, Roberto 5 Dominici, Francesca 5 Evans, Michael John 5 Girolami, Mark A. 5 Higdon, David M. 5 Hoff, Peter D. 5 Holmes, Christopher C. 5 Kim, Sungduk 5 Leisen, Fabrizio 5 MacEachern, Steven N. 5 Mitra, Riten 5 Parmigiani, Giovanni 5 Pericchi, Luis Raul 5 Rodríguez, Abel 5 Shahbaba, Babak 5 Tokdar, Surya T. 5 Yin, Guosheng 5 Yoo, William Weimin 4 Banerjee, Sudipto 4 Chakraborty, Sounak 4 Consonni, Guido 4 Corander, Jukka 4 Cressie, Noel A. C. 4 Czado, Claudia 4 Dahl, David B. 4 Donnet, Sophie 4 Draper, David 4 Fearnhead, Paul 4 Ferreira, Marco A. R. 4 Fienberg, Stephen Elliot 4 Fouskakis, Dimitris 4 Friel, Nial 4 Gamerman, Dani 4 George, Edward I. 4 Ghosh, Jayanta Kumar 4 Gramacy, Robert B. 4 Gruber, Lutz F. 4 Hahn, P. Richard 4 Hanson, Timothy E. 4 Kottas, Athanasios 4 Lee, Herbert K. H. 4 Lee, Juhee 4 Marin, Jean-Michel 4 Mira, Antonietta 4 Ntzoufras, Ioannis 4 Page, Garritt L. 4 Peluso, Stefano 4 Prünster, Igor 4 Reiter, Jerome P. 4 Rubio, Francisco Javier 4 Scott, James G. 4 Simpson, Daniel Peter 4 van Dyk, David A. 4 Vannucci, Marina 4 Villa, Cristiano 4 Wand, Matthew P. 4 Wang, Hao 3 Al-Labadi, Luai 3 Arbel, Julyan 3 Barrientos, Andrés Felipe 3 Belitser, Eduard 3 Bhattacharya, Sourabh 3 Blei, David M. 3 Briol, François-Xavier 3 Buck, Caitlin E. 3 Cabras, Stefano 3 Calder, Catherine A. 3 Caron, François ...and 1,151 more Authors all top 5 Fields 721 Statistics (62-XX) 126 Probability theory and stochastic processes (60-XX) 118 Numerical analysis (65-XX) 47 Biology and other natural sciences (92-XX) 30 Geophysics (86-XX) 20 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 17 Computer science (68-XX) 15 Astronomy and astrophysics (85-XX) 9 Combinatorics (05-XX) 7 Ordinary differential equations (34-XX) 7 Partial differential equations (35-XX) 7 Information and communication theory, circuits (94-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Dynamical systems and ergodic theory (37-XX) 5 Quantum theory (81-XX) 5 Operations research, mathematical programming (90-XX) 4 General and overarching topics; collections (00-XX) 3 History and biography (01-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Fluid mechanics (76-XX) 1 Relativity and gravitational theory (83-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 541 Publications have been cited 5,443 times in 3,716 Documents Cited by ▼ Year ▼ Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139Gelman, Andrew 381 2006 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 188 2006 Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128Griffin, Jim E.; Brown, Philip J. 104 2010 The case for objective Bayesian analysis. Zbl 1331.62042Berger, James 102 2006 Variational inference for Dirichlet process mixtures. Zbl 1331.62259Blei, David M.; Jordan, Michael I. 86 2006 Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George 83 2010 A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291O’Hara, R. B.; Sillanpää, M. J. 83 2009 Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142Holmes, Chris C.; Held, Leonhard 81 2006 On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148Polson, Nicholas G.; Scott, James G. 62 2012 Nested sampling for general Bayesian computation. Zbl 1332.62374Skilling, John 62 2006 The Bayesian elastic net. Zbl 1330.65026Li, Qing; Lin, Nan 48 2010 Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041Wang, Hao 47 2012 Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120Dunson, David B.; Rodríguez, Abel 45 2011 Bayesian regularized quantile regression. Zbl 1330.62143Li, Qing; Xi, Ruibin; Lin, Nan 43 2010 Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter 40 2006 Checking for prior-data conflict. Zbl 1331.62030Evans, Michael; Moshonov, Hadas 39 2006 Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A. 39 2016 Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249Fritsch, Arno; Ickstadt, Katja 37 2009 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 35 2011 Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak 34 2013 On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A. 33 2012 The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 33 2017 A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007Christen, J. Andrés; Fox, Colin 32 2010 Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088Grünwald, Peter; van Ommen, Thijs 32 2017 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135Huang, Alan; Wand, M. P. 31 2013 Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089Carbonetto, Peter; Stephens, Matthew 31 2012 A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125Browne, William J.; Draper, David 31 2006 A skew item response model. Zbl 1331.62448Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno 31 2006 Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241Wade, Sara; Ghahramani, Zoubin 31 2018 Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132Hoff, Peter D. 30 2011 ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François 28 2009 Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056Mohammadi, A.; Wit, E. C. 28 2015 Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A. 28 2015 Hierarchical Bayesian analysis of the seemingly unrelated regression and simultaneous equations models using a combination of direct Monte Carlo and importance sampling techniques. Zbl 1330.62108Ando, Tomohiro; Zellner, Arnold 27 2010 Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005Vernon, Ian; Goldstein, Michael; Bower, Richard G. 27 2010 Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033Liu, F.; Bayarri, M. J.; Berger, J. O. 27 2009 Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132Xu, Xiaofan; Ghosh, Malay 27 2015 Spatial dynamic factor analysis. Zbl 1330.62356Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani 26 2008 Dynamic matrix-variate graphical models. Zbl 1331.62040Carvalho, Carlos M.; West, Mike 26 2007 Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168Wang, Bo; Titterington, D. M. 26 2006 Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048Gruber, Lutz; Czado, Claudia 26 2015 Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122Datta, Jyotishka; Ghosh, Jayanta K. 25 2013 Bayesian dynamic density estimation. Zbl 1330.62180Rodriguez, Abel; ter Horst, Enrique 25 2008 Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis. Zbl 1330.62242Arellano-Valle, Reinaldo B.; Castro, Luis M.; Genton, Marc G.; Gómez, Héctor W. 25 2008 Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058Sabanés Bové, Daniel; Held, Leonhard 25 2011 Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145Jain, Sonia; Neal, Radford M. 25 2007 Overall objective priors. Zbl 1335.62039Berger, James O.; Bernardo, Jose M.; Sun, Dongchu 25 2015 Scaling it up: stochastic search structure learning in graphical models. Zbl 1335.62068Wang, Hao 25 2015 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 25 2017 Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142Salimans, Tim; Knowles, David A. 24 2013 A new robust regression model for proportions. Zbl 1330.62272Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina 24 2012 Likelihood-free estimation of model evidence. Zbl 1330.62118Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J. 24 2011 Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157Ventura, Laura; Racugno, Walter 24 2011 On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar 24 2016 Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042Bottolo, Leonard; Richardson, Sylvia 23 2010 Bayesian analysis for emerging infectious diseases. Zbl 1330.62395Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O. 23 2009 Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157Rubio, Francisco J.; Steel, Mark F. J. 23 2014 Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion). Zbl 1475.62102Hahn, P. Richard; Murray, Jared S.; Carvalho, Carlos M. 23 2020 Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193Kadane, Joseph B.; Tokdar, Surya T. 22 2012 Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341Kaufman, Cari G.; Sain, Stephan R. 22 2010 A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034Liu, Fei; West, Mike 22 2009 Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197Lum, Kristian; Gelfand, Alan E. 21 2012 Beta processes, stick-breaking and power laws. Zbl 1330.62218Broderick, Tamara; Jordan, Michael I.; Pitman, Jim 21 2012 Bayesian model assessment using pivotal quantities. Zbl 1331.62147Johnson, Valen E. 21 2007 Can a significance test be genuinely Bayesian? Zbl 1330.62049Pereira, Carlos A. de B.; Stern, Julio Michael; Wechsler, Sergio 20 2008 How many clusters? Zbl 1330.62033McCullagh, Peter; Yang, Jie 20 2008 Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150Roos, Małgorzata; Held, Leonhard 20 2011 Subjective Bayesian analysis: principles and practice. Zbl 1331.62047Goldstein, Michael 20 2006 Prior distributions for objective Bayesian analysis. Zbl 1407.62073Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 20 2018 Bayesian nonparametric inference – why and how. Zbl 1329.62171Müller, Peter; Mitra, Riten 19 2013 Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179Rivoirard, Vincent; Rousseau, Judith 19 2012 Data augmentation for support vector machines. Zbl 1330.62258Polson, Nicholas G.; Scott, Steven L. 19 2011 Particle learning for general mixtures. Zbl 1330.62348Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A. 19 2010 Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175Andrade, J. A. A.; O’Hagan, A. 19 2006 Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115Klein, Nadja; Kneib, Thomas 19 2016 Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K. 18 2010 Model-based subspace clustering. Zbl 1331.62309Hoff, Peter D. 18 2006 Objections to Bayesian statistics. Zbl 1330.62046Gelman, Andrew 17 2008 Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116Delatola, Eleni-Ioanna; Griffin, Jim E. 17 2011 Bayesian inference and testing of group differences in brain networks. Zbl 06873717Durante, Daniele; Dunson, David B. 17 2018 Spatial product partition models. Zbl 1359.62401Page, Garritt L.; Quintana, Fernando A. 17 2016 Default priors for density estimation with mixture models. Zbl 1330.62127Griffin, J. E. 16 2010 Bayesian generalized method of moments. Zbl 1330.62304Yin, Guosheng 16 2009 Modal clustering in a class of product partition models. Zbl 1330.62248Dahl, David B. 16 2009 Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032Marshall, E. C.; Spiegelhalter, D. J. 16 2007 Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard 16 2015 An adaptive sequential Monte Carlo sampler. Zbl 1329.62055Fearnhead, Paul; Taylor, Benjamin M. 15 2013 EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective. Zbl 1330.65023Rydén, Tobias 15 2008 Mixture modeling for marked Poisson processes. Zbl 1330.62200Taddy, Matthew A.; Kottas, Athanasios 15 2012 Model based clustering for three-way data structures. Zbl 1330.62262Viroli, Cinzia 15 2011 A default conjugate prior for variance components in generalized linear mixed models (Comment on article by Browne and Draper). Zbl 1331.62148Kass, Robert E.; Natarajan, Ranjini 15 2006 Bayesian nonparametric weighted sampling inference. Zbl 1334.62024Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew 15 2015 The general projected normal distribution of arbitrary dimension: modeling and Bayesian inference. Zbl 1384.62176Hernandez-Stumpfhauser, Daniel; Breidt, F. Jay; van der Woerd, Mark J. 15 2017 Bayesian registration of functions and curves. Zbl 1357.62151Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng 15 2016 Posterior predictive arguments in favor of the Bayes-Laplace prior as the consensus prior for binomial and multinomial parameters. Zbl 1330.62156Tuyl, Frank; Gerlach, Richard; Mengersen, Kerrie 14 2009 A grade of membership model for rank data. Zbl 1330.62024Gormley, Isobel Claire; Murphy, Thomas Brendan 14 2009 Hierarchical shrinkage priors for regression models. Zbl 1384.62225Griffin, Jim; Brown, Phil 14 2017 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 14 2018 Hypothesis assessment and inequalities for Bayes factors and relative belief ratios. Zbl 1329.62115Baskurt, Zeynep; Evans, Michael 13 2013 Feature allocations, probability functions, and paintboxes. Zbl 1329.62278Broderick, Tamara; Pitman, Jim; Jordan, Michael I. 13 2013 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 13 2021 Objective Bayesian analysis for the Student-\(t\) linear regression. Zbl 1475.62206He, Daojiang; Sun, Dongchu; He, Lei 5 2021 Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo 4 2021 Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka 4 2021 Particle methods for stochastic differential equation mixed effects models. Zbl 1480.62053Botha, Imke; Kohn, Robert; Drovandi, Christopher 4 2021 Max-and-smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models. Zbl 1480.62056Hrafnkelsson, Birgir; Siegert, Stefan; Huser, Raphaël; Bakka, Haakon; Jóhannesson, Árni V. 3 2021 Bayesian inference over the Stiefel manifold via the Givens representation. Zbl 1493.62133Pourzanjani, Arya A.; Jiang, Richard M.; Mitchell, Brian; Atzberger, Paul J.; Petzold, Linda R. 3 2021 Dynamic variable selection with spike-and-slab process priors. Zbl 1480.62132Rockova, Veronika; McAlinn, Kenichiro 3 2021 Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga 2 2021 Using prior expansions for prior-data conflict checking. Zbl 1480.62150Nott, David J.; Seah, Max; Al-Labadi, Luai; Evans, Michael; Ng, Hui Khoon; Englert, Berthold-Georg 2 2021 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Bayesian multiple changepoint detection for stochastic models in continuous time. Zbl 1480.62078Lu, Shaochuan 1 2021 On a new class of multivariate prior distributions: theory and application in reliability. Zbl 1475.62166Ruggeri, Fabrizio; Sánchez-Sánchez, Marta; Sordo, Miguel Ángel; Suárez-Llorens, Alfonso 1 2021 Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 1 2021 Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion). Zbl 1475.62102Hahn, P. Richard; Murray, Jared S.; Carvalho, Carlos M. 23 2020 Infinite mixtures of infinite factor analysers. Zbl 1459.62118Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 11 2020 A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021Wang, Junyang; Cockayne, Jon; Oates, Chris J. 7 2020 Scalable Bayesian inference for the inverse temperature of a hidden Potts model. Zbl 1437.62324Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie 5 2020 High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253Cao, Xuan; Khare, Kshitij; Ghosh, Malay 5 2020 Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S. 5 2020 A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène 5 2020 Using Bayesian latent Gaussian graphical models to infer symptom associations in verbal autopsies. Zbl 1459.62096Li, Zehang Richard; McComick, Tyler H.; Clark, Samuel J. 5 2020 Determinantal point process mixtures via spectral density approach. Zbl 1437.62136Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A. 4 2020 An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009Bickel, David R. 4 2020 The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113Trillos, Nicolas Garcia; Sanz-Alonso, Daniel 3 2020 Bayesian inference in nonparanormal graphical models. Zbl 1459.62035Mulgrave, Jami J.; Ghosal, Subhashis 3 2020 Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212Zhang, Bohai; Cressie, Noel 3 2020 A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero 3 2020 Recycling intermediate steps to improve Hamiltonian Monte Carlo. Zbl 1480.62060Nishimura, Akihiko; Dunson, David 3 2020 Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior. Zbl 1437.62291Cai, Qingpo; Kang, Jian; Yu, Tianwei 2 2020 Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. Zbl 1437.62303Overstall, Antony; Mcgree, James 2 2020 Adaptive Bayesian nonparametric regression using a kernel mixture of polynomials with application to partial linear models. Zbl 1437.62155Xie, Fangzheng; Xu, Yanxun 2 2020 Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219Guhaniyogi, Rajarshi; Rodriguez, Abel 2 2020 Gibbs-type Indian buffet processes. Zbl 1459.60113Heaukulani, Creighton; Roy, Daniel M. 2 2020 Hierarchical species sampling models. Zbl 1459.62039Bassetti, Federico; Casarin, Roberto; Rossini, Luca 2 2020 Bayesian estimation under informative sampling with unattenuated dependence. Zbl 1437.62068Williams, Matthew R.; Savitsky, Terrance D. 1 2020 Detecting structural changes in longitudinal network data. Zbl 1436.62401Park, Jong Hee; Sohn, Yunkyu 1 2020 Learning semiparametric regression with missing covariates using Gaussian process models. Zbl 1437.62137Bishoyi, Abhishek; Wang, Xiaojing; Dey, Dipak K. 1 2020 Bayesian bootstraps for massive data. Zbl 1459.62038Barrientos, Andrés F.; Peña, Víctor 1 2020 Function-specific mixing times and concentration away from equilibrium. Zbl 1460.60078Rabinovich, Maxim; Ramdas, Aaditya; Jordan, Michael I.; Wainwright, Martin J. 1 2020 Bayesian quantile regression with mixed discrete and nonignorable missing covariates. Zbl 1459.62062Wang, Zhi-Qiang; Tang, Nian-Sheng 1 2020 A new Bayesian single index model with or without covariates missing at random. Zbl 1459.62080Dhara, Kumaresh; Lipsitz, Stuart; Pati, Debdeep; Sinha, Debajyoti 1 2020 Conjugate priors and posterior inference for the matrix Langevin distribution on the Stiefel manifold. Zbl 1459.62238Pal, Subhadip; Sengupta, Subhajit; Mitra, Riten; Banerjee, Arunava 1 2020 Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029Yang, Xinming; Narisetty, Naveen N. 1 2020 Intuitive joint priors for variance parameters. Zbl 1480.62046Fuglstad, Geir-Arne; Hem, Ingeborg Gullikstad; Knight, Alexander; Rue, Håvard; Riebler, Andrea 1 2020 High dimensional single-index Bayesian modeling of brain atrophy. Zbl 1480.62223Roy, Arkaprava; Ghosal, Subhashis; Choudhury, Kingshuk Roy 1 2020 Calibrating expert assessments using hierarchical Gaussian process models. Zbl 1475.62124Perälä, Tommi; Vanhatalo, Jarno; Chrysafi, Anna 1 2020 On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G. 1 2020 Latent nested nonparametric priors (with discussion). Zbl 1436.62108Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 12 2019 Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan 10 2019 Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059South, L. F.; Pettitt, A. N.; Drovandi, C. C. 9 2019 Beyond Whittle: nonparametric correction of a parametric likelihood with a focus on Bayesian time series analysis. Zbl 1435.62332Kirch, Claudia; Edwards, Matthew C.; Meier, Alexander; Meyer, Renate 9 2019 Bayesian effect fusion for categorical predictors. Zbl 1416.62224Pauger, Daniela; Wagner, Helga 7 2019 Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam 7 2019 High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca 7 2019 Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David 7 2019 Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272Moran, Gemma E.; Ročková, Veronika; George, Edward I. 7 2019 A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark 7 2019 Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka 6 2019 Bayesian functional linear regression with sparse step functions. Zbl 1409.62060Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre 6 2019 Hierarchical normalized completely random measures for robust graphical modeling. Zbl 1435.62121Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina 6 2019 Dynamic Bayesian influenza forecasting in the United States with hierarchical discrepancy (with discussion). Zbl 1416.62612Osthus, Dave; Gattiker, James; Priedhorsky, Reid; Del Valle, Sara Y. 5 2019 Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera 5 2019 Alleviating spatial confounding for areal data problems by displacing the geographical centroids. Zbl 1421.62064Prates, Marcos Oliveira; Assunção, Renato Martins; Rodrigues, Erica Castilho 5 2019 Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta 5 2019 Filtering and estimation for a class of stochastic volatility models with intractable likelihoods. Zbl 1409.62184Vankov, Emilian R.; Guindani, Michele; Ensor, Katherine B. 5 2019 Bayesian analysis of dynamic linear topic models. Zbl 1409.62059Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L. 5 2019 Joining and splitting models with Markov melding. Zbl 1409.62153Goudie, Robert J. B.; Presanis, Anne M.; Lunn, David; De Angelis, Daniela; Wernisch, Lorenz 5 2019 Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173Irie, Kaoru; West, Mike 5 2019 Stochastic approximations to the Pitman-Yor process. 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Zbl 1407.62276Ghosh, Joyee; Li, Yingbo; Mitra, Robin 9 2018 ...and 441 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 6,143 Authors 41 Dunson, David Brian 26 Nott, David John 25 Ghosal, Subhashis 24 Alhamzawi, Rahim 23 Drovandi, Christopher C. 23 Walker, Stephen Grahm 22 Martin, Ryan 22 Quintana, Fernando Andrés 20 Vannucci, Marina 18 Wand, Matthew P. 17 Arellano-Valle, Reinaldo Boris 17 Kneib, Thomas 16 Corander, Jukka 16 Leisen, Fabrizio 15 Al-Labadi, Luai 15 Griffin, Jim E. 15 Han, Ming 15 Müller, Peter 15 Rue, Håvard 15 Tran, Minh Ngoc 15 Vehtari, Aki 15 Wikle, Christopher K. 14 Bazán, Jorge Luis 14 Ntzoufras, Ioannis 14 Rubio, Francisco Javier 14 Smith, James Quartermaine 14 Ventura, Laura 14 Yu, Keming 13 Ghosh, Malay 13 Guindani, Michele 13 Hanson, Timothy E. 13 Mena, Ramsés H. 13 Oates, Chris J. 13 Pettitt, Anthony N. 13 Villa, Cristiano 12 Christen, J. Andrés 12 Consonni, Guido 12 Evans, Michael John 12 Fouskakis, Dimitris 12 Frühwirth-Schnatter, Sylvia 12 Khare, Kshitij 12 Kohn, Robert J. 12 Kottas, Athanasios 12 Lopes, Hedibert Freitas 12 Louzada, Francisco 12 Mengersen, Kerrie L. 12 Pati, Debdeep 12 Rodríguez, Abel 12 Sun, Dongchu 11 Azevedo, Caio Lucidius Naberezny 11 Balakrishnan, Narayanaswamy 11 Banerjee, Sudipto 11 Carvalho, Carlos Marinho 11 Castillo, Ismaël 11 Durante, Daniele 11 Favaro, Stefano 11 Gelman, Andrew 11 Girolami, Mark A. 11 Held, Leonhard 11 Hoff, Peter D. 11 Holan, Scott H. 11 Lee, Jaeyong 11 Lesaffre, Emmanuel M. E. H. 11 Loschi, Rosangela Helena 11 Maleki, Mohsen 11 Polson, Nicholas G. 11 Reich, Brian James 11 Robert, Christian P. 11 Steel, Mark F. J. 10 Argiento, Raffaele 10 Baladandayuthapani, Veerabhadran 10 Chen, Minghui 10 Czado, Claudia 10 Dey, Dipak Kumar 10 Friel, Nial 10 Klein, Nadja 10 Lachos Dávila, Víctor Hugo 10 Lee, Kyoungjae 10 Prünster, Igor 10 West, Mike 9 Arbel, Julyan 9 Bhadra, Anindya 9 Carlin, Bradley P. 9 Casarin, Roberto 9 Herring, Amy H. 9 Hooten, Mevin B. 9 Jara, Alejandro 9 Jordan, Michael Irwin 9 Lijoi, Antonio 9 Mallick, Bani K. 9 Mulder, Joris 9 Murphy, Thomas Brendan 9 Ormerod, John T. 9 Page, Garritt L. 9 Petrella, Lea 9 Ročková, Veronika 9 Rousseau, Judith 9 Song, Xinyuan 9 Tan, Linda S. L. 9 Wang, Min ...and 6,043 more Authors all top 5 Cited in 283 Journals 254 Computational Statistics and Data Analysis 212 The Annals of Applied Statistics 185 Statistics and Computing 179 Bayesian Analysis 140 Journal of the American Statistical Association 118 Journal of Applied Statistics 111 Electronic Journal of Statistics 107 Journal of Statistical Computation and Simulation 95 Biometrics 88 Communications in Statistics. Theory and Methods 86 Journal of Computational and Graphical Statistics 84 Statistical Science 78 Computational Statistics 77 Communications in Statistics. 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