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: Indexed cover-to-cover; Published electronic only as of Vol. 1 (2006). This journal is available open access. Documents Indexed: 724 Publications (since 2006) References Indexed: 261 Publications with 10,561 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 10 Dunson, David Brian 10 Kadane, Joseph Born 10 West, Mike 9 Carvalho, Carlos Marinho 9 Mengersen, Kerrie L. 8 Gelfand, Alan Enoch 8 Gelman, Andrew 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 Robert, Christian P. Robert 7 Rousseau, Judith 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. 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 Smith, Jim Q. 5 Tokdar, Surya T. 5 Vehtari, Aki 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 van Dyk, David A. 4 Vannucci, Marina 4 Villa, Cristiano 4 Wand, Matthew P. 3 Al-Labadi, Luai 3 Arbel, Julyan 3 Barrientos, Andrés F. 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 3 Celeux, Gilles 3 Chakrabarti, Arijit ...and 1,143 more Authors all top 5 Fields 720 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 494 Publications have been cited 4,292 times in 3,009 Documents Cited by ▼ Year ▼ Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139Gelman, Andrew 322 2006 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 165 2006 The case for objective Bayesian analysis. Zbl 1331.62042Berger, James 90 2006 Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128Griffin, Jim E.; Brown, Philip J. 79 2010 Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142Holmes, Chris C.; Held, Leonhard 74 2006 Variational inference for Dirichlet process mixtures. Zbl 1331.62259Blei, David M.; Jordan, Michael I. 71 2006 Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George 68 2010 A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291O’Hara, R. B.; Sillanpää, M. J. 67 2009 On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148Polson, Nicholas G.; Scott, James G. 51 2012 Nested sampling for general Bayesian computation. Zbl 1332.62374Skilling, John 45 2006 The Bayesian elastic net. Zbl 1330.65026Li, Qing; Lin, Nan 42 2010 Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120Dunson, David B.; Rodríguez, Abel 38 2011 Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A. 37 2016 Bayesian regularized quantile regression. Zbl 1330.62143Li, Qing; Xi, Ruibin; Lin, Nan 34 2010 Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249Fritsch, Arno; Ickstadt, Katja 34 2009 Checking for prior-data conflict. Zbl 1331.62030Evans, Michael; Moshonov, Hadas 34 2006 On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A. 30 2012 Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter 30 2006 Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak 29 2013 Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041Wang, Hao 29 2012 A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125Browne, William J.; Draper, David 29 2006 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 27 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 26 2009 A skew item response model. Zbl 1331.62448Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno 26 2006 Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088Grünwald, Peter; van Ommen, Thijs 26 2017 A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007Christen, J. Andrés; Fox, Colin 25 2010 Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132Hoff, Peter D. 24 2011 Dynamic matrix-variate graphical models. Zbl 1331.62040Carvalho, Carlos M.; West, Mike 24 2007 The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 24 2017 Likelihood-free estimation of model evidence. Zbl 1330.62118Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J. 23 2011 Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005Vernon, Ian; Goldstein, Michael; Bower, Richard G. 23 2010 Bayesian analysis for emerging infectious diseases. Zbl 1330.62395Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O. 23 2009 Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168Wang, Bo; Titterington, D. M. 23 2006 Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132Xu, Xiaofan; Ghosh, Malay 23 2015 Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157Rubio, Francisco J.; Steel, Mark F. J. 22 2014 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135Huang, Alan; Wand, M. P. 22 2013 Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089Carbonetto, Peter; Stephens, Matthew 22 2012 A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034Liu, Fei; West, Mike 22 2009 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. 22 2008 Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145Jain, Sonia; Neal, Radford M. 22 2007 Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241Wade, Sara; Ghahramani, Zoubin 21 2018 Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058Sabanés Bové, Daniel; Held, Leonhard 21 2011 Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157Ventura, Laura; Racugno, Walter 21 2011 Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042Bottolo, Leonard; Richardson, Sylvia 21 2010 Bayesian dynamic density estimation. Zbl 1330.62180Rodriguez, Abel; ter Horst, Enrique 21 2008 Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A. 21 2015 Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193Kadane, Joseph B.; Tokdar, Surya T. 20 2012 Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033Liu, F.; Bayarri, M. J.; Berger, J. O. 20 2009 How many clusters? Zbl 1330.62033McCullagh, Peter; Yang, Jie 20 2008 Spatial dynamic factor analysis. Zbl 1330.62356Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani 20 2008 Bayesian model assessment using pivotal quantities. Zbl 1331.62147Johnson, Valen E. 20 2007 Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056Mohammadi, A.; Wit, E. C. 20 2015 Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048Gruber, Lutz; Czado, Claudia 20 2015 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 20 2017 On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar 19 2016 Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122Datta, Jyotishka; Ghosh, Jayanta K. 19 2013 Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142Salimans, Tim; Knowles, David A. 19 2013 Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150Roos, Małgorzata; Held, Leonhard 19 2011 Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341Kaufman, Cari G.; Sain, Stephan R. 19 2010 Subjective Bayesian analysis: principles and practice. Zbl 1331.62047Goldstein, Michael 19 2006 Overall objective priors. Zbl 1335.62039Berger, James O.; Bernardo, Jose M.; Sun, Dongchu 19 2015 Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197Lum, Kristian; Gelfand, Alan E. 18 2012 Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179Rivoirard, Vincent; Rousseau, Judith 18 2012 Beta processes, stick-breaking and power laws. Zbl 1330.62218Broderick, Tamara; Jordan, Michael I.; Pitman, Jim 18 2012 Can a significance test be genuinely Bayesian? Zbl 1330.62049Pereira, Carlos A.de B.; Stern, Julio Michael; Wechsler, Sergio 18 2008 Data augmentation for support vector machines. Zbl 1330.62258Polson, Nicholas G.; Scott, Steven L. 17 2011 Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175Andrade, J. A. A.; O’Hagan, A. 17 2006 Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116Delatola, Eleni-Ioanna; Griffin, Jim E. 16 2011 Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K. 16 2010 Modal clustering in a class of product partition models. Zbl 1330.62248Dahl, David B. 16 2009 Model-based subspace clustering. Zbl 1331.62309Hoff, Peter D. 16 2006 Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032Marshall, E. C.; Spiegelhalter, D. J. 16 2007 Bayesian inference and testing of group differences in brain networks. Zbl 06873717Durante, Daniele; Dunson, David B. 16 2018 A new robust regression model for proportions. Zbl 1330.62272Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina 15 2012 Default priors for density estimation with mixture models. Zbl 1330.62127Griffin, J. E. 15 2010 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 15 2010 Particle learning for general mixtures. Zbl 1330.62348Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A. 15 2010 Bayesian generalized method of moments. Zbl 1330.62304Yin, Guosheng 15 2009 Objections to Bayesian statistics. Zbl 1330.62046Gelman, Andrew 15 2008 Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115Klein, Nadja; Kneib, Thomas 14 2016 Bayesian nonparametric inference – why and how. Zbl 1329.62171Müller, Peter; Mitra, Riten 14 2013 Inferring climate system properties using a computer model. Zbl 1330.86029Sansó, Bruno; Forest, Chris E.; Zantedeschi, Daniel 14 2008 Bayesian registration of functions and curves. Zbl 1357.62151Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng 13 2016 An adaptive sequential Monte Carlo sampler. Zbl 1329.62055Fearnhead, Paul; Taylor, Benjamin M. 13 2013 Efficient MCMC for climate model parameter estimation: parallel adaptive chains and early rejection. Zbl 1330.60091Solonen, Antti; Ollinaho, Pirkka; Laine, Marko; Haario, Heikki; Tamminen, Johanna; Järvinen, Heikki 13 2012 EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective. Zbl 1330.65023Rydén, Tobias 13 2008 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 13 2006 Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard 13 2015 Hypothesis assessment and inequalities for Bayes factors and relative belief ratios. Zbl 1329.62115Baskurt, Zeynep; Evans, Michael 12 2013 Feature allocations, probability functions, and paintboxes. Zbl 1329.62278Broderick, Tamara; Pitman, Jim; Jordan, Michael I. 12 2013 Simulation-based regularized logistic regression. Zbl 1330.62301Gramacy, Robert B.; Polson, Nicholas G. 12 2012 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. 12 2017 Spatial product partition models. Zbl 1359.62401Page, Garritt L.; Quintana, Fernando A. 11 2016 A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A. 11 2013 Mixture modeling for marked Poisson processes. Zbl 1330.62200Taddy, Matthew A.; Kottas, Athanasios 11 2012 Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. 11 2012 A grade of membership model for rank data. Zbl 1330.62024Gormley, Isobel Claire; Murphy, Thomas Brendan 11 2009 Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models. Zbl 1330.62029Kim, Sinae; Dahl, David B.; Vannucci, Marina 11 2009 Bayesian variable selection and computation for generalized linear models with conjugate priors. Zbl 1330.62298Chen, Ming-Hui; Huang, Lan; Ibrahim, Joseph G.; Kim, Sungduk 11 2008 Bayesian model selection based on proper scoring rules. Zbl 1335.62017Dawid, A. Philip; Musio, Monica 11 2015 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo 1 2021 Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka 1 2021 Bayesian multiple changepoint detection for stochastic models in continuous time. Zbl 1480.62078Shaochuan, Lu 1 2021 Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga 1 2021 Particle methods for stochastic differential equation mixed effects models. Zbl 1480.62053Botha, Imke; Kohn, Robert; Drovandi, Christopher 1 2021 Bayesian inference over the Stiefel manifold via the Givens representation. Zbl 07439107Pourzanjani, Arya A.; Jiang, Richard M.; Mitchell, Brian; Atzberger, Paul J.; Petzold, Linda R. 1 2021 Objective Bayesian analysis for the Student-\(t\) linear regression. Zbl 1475.62206He, Daojiang; Sun, Dongchu; He, Lei 1 2021 Infinite mixtures of infinite factor analysers. Zbl 1459.62118Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 5 2020 High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253Cao, Xuan; Khare, Kshitij; Ghosh, Malay 3 2020 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. 3 2020 A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021Wang, Junyang; Cockayne, Jon; Oates, Chris J. 3 2020 Determinantal point process mixtures via spectral density approach. Zbl 1437.62136Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A. 2 2020 Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S. 2 2020 A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène 2 2020 Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219Guhaniyogi, Rajarshi; Rodriguez, Abel 2 2020 A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero 2 2020 Hierarchical species sampling models. Zbl 1459.62039Bassetti, Federico; Casarin, Roberto; Rossini, Luca 2 2020 An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009Bickel, David R. 2 2020 Scalable Bayesian inference for the inverse temperature of a hidden Potts model. Zbl 1437.62324Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie 1 2020 The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113Trillos, Nicolas Garcia; Sanz-Alonso, Daniel 1 2020 Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. Zbl 1437.62303Overstall, Antony; Mcgree, James 1 2020 Detecting structural changes in longitudinal network data. Zbl 1436.62401Park, Jong Hee; Sohn, Yunkyu 1 2020 Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212Zhang, Bohai; Cressie, Noel 1 2020 Gibbs-type Indian buffet processes. Zbl 1459.60113Heaukulani, Creighton; Roy, Daniel M. 1 2020 Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029Yang, Xinming; Narisetty, Naveen N. 1 2020 Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059South, L. F.; Pettitt, A. N.; Drovandi, C. C. 6 2019 Bayesian functional linear regression with sparse step functions. Zbl 1409.62060Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre 5 2019 Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam 5 2019 A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark 5 2019 Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan 5 2019 Bayesian analysis of dynamic linear topic models. Zbl 1409.62059Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L. 4 2019 Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173Irie, Kaoru; West, Mike 4 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 4 2019 Bayesian effect fusion for categorical predictors. Zbl 1416.62224Pauger, Daniela; Wagner, Helga 4 2019 Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178Ning, Bo; Ghosal, Subhashis; Thomas, Jewell 3 2019 Joining and splitting models with Markov melding. Zbl 1409.62153Goudie, Robert J. B.; Presanis, Anne M.; Lunn, David; De Angelis, Daniela; Wernisch, Lorenz 3 2019 Objective Bayesian analysis for Gaussian hierarchical models with intrinsic conditional autoregressive priors. Zbl 1409.62187Keefe, Matthew J.; Ferreira, Marco A. R.; Franck, Christopher T. 3 2019 Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272Moran, Gemma E.; Ročková, Veronika; George, Edward I. 3 2019 Latent nested nonparametric priors (with discussion). Zbl 1436.62108Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 3 2019 High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca 3 2019 Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. Zbl 1421.62055Gu, Mengyang 3 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. 3 2019 Filtering and estimation for a class of stochastic volatility models with intractable likelihoods. Zbl 1409.62184Vankov, Emilian R.; Guindani, Michele; Ensor, Katherine B. 2 2019 Post-processing posteriors over precision matrices to produce sparse graph estimates. Zbl 1435.62103Bashir, Amir; Carvalho, Carlos M.; Hahn, P. Richard; Jones, M. Beatrix 2 2019 Stochastic approximations to the Pitman-Yor process. Zbl 1435.62076Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor 2 2019 Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen 2 2019 Calibration procedures for approximate Bayesian credible sets. Zbl 07159875Lee, Jeong Eun; Nicholls, Geoff K.; Ryder, Robin J. 2 2019 Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta 2 2019 Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David 2 2019 Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera 2 2019 A Bayesian nonparametric spiked process prior for dynamic model selection. Zbl 1416.62598Cassese, Alberto; Zhu, Weixuan; Guindani, Michele; Vannucci, Marina 2 2019 Fast model-fitting of Bayesian variable selection regression using the iterative complex factorization algorithm. Zbl 1416.62414Zhou, Quan; Guan, Yongtao 2 2019 Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka 2 2019 Mixture modeling on related samples by \(\psi\)-stick breaking and kernel perturbation. Zbl 1409.62129Soriano, Jacopo; Ma, Li 1 2019 Bayesian parametric bootstrap for models with intractable likelihoods. Zbl 1409.62066Vo, Brenda N.; Drovandi, Christopher C.; Pettitt, Anthony N. 1 2019 On Bayesian oracle properties. Zbl 1409.62061Jiang, Wenxin; Li, Cheng 1 2019 Bayesian functional forecasting with locally-autoregressive dependent processes. 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P. 1 2019 Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241Wade, Sara; Ghahramani, Zoubin 21 2018 Bayesian inference and testing of group differences in brain networks. Zbl 06873717Durante, Daniele; Dunson, David B. 16 2018 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 10 2018 Prior distributions for objective Bayesian analysis. Zbl 1407.62073Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 9 2018 On the use of Cauchy prior distributions for Bayesian logistic regression. Zbl 1407.62276Ghosh, Joyee; Li, Yingbo; Mitra, Robin 8 2018 Regularization and confounding in linear regression for treatment effect estimation. Zbl 06873722Hahn, P. Richard; Carvalho, Carlos M.; Puelz, David; He, Jingyu 7 2018 Merging MCMC subposteriors through Gaussian-process approximations. 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Zbl 1384.62088Grünwald, Peter; van Ommen, Thijs 26 2017 ...and 394 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,018 Authors 33 Dunson, David Brian 25 Nott, David John 24 Ghosal, Subhashis 21 Drovandi, Christopher C. 21 Martin, Ryan R. 18 Walker, Stephen Grahm 17 Alhamzawi, Rahim 17 Quintana, Fernando Andrés 16 Arellano-Valle, Reinaldo Boris 16 Kneib, Thomas 16 Vannucci, Marina 16 Wand, Matthew P. 15 Leisen, Fabrizio 14 Corander, Jukka 14 Rue, Håvard 14 Tran, Minh Ngoc 14 Ventura, Laura 14 Wikle, Christopher K. 13 Griffin, Jim E. 13 Müller, Peter 13 Pati, Debdeep 13 Pettitt, Anthony N. 13 Rubio, Francisco Javier 13 Yu, Keming 12 Al-Labadi, Luai 12 Evans, Michael John 12 Guindani, Michele 12 Hanson, Timothy E. 12 Kohn, Robert J. 12 Louzada, Francisco 12 Mengersen, Kerrie L. 12 Villa, Cristiano 11 Carvalho, Carlos Marinho 11 Consonni, Guido 11 Favaro, Stefano 11 Frühwirth-Schnatter, Sylvia 11 Khare, Kshitij 11 Kottas, Athanasios 11 Ntzoufras, Ioannis 11 Rodríguez, Abel 10 Azevedo, Caio Lucidius Naberezny 10 Balakrishnan, Narayanaswamy 10 Bazán, Jorge Luis 10 Castillo, Ismaël 10 Christen, J. Andrés 10 Fouskakis, Dimitris 10 Friel, Nial 10 Ghosh, Malay 10 Hoff, Peter D. 10 Lachos Dávila, Víctor Hugo 10 Lesaffre, Emmanuel M. E. H. 10 Lopes, Hedibert Freitas 10 Maleki, Mohsen 10 Mena, Ramsés H. 10 Oates, Chris J. 10 Polson, Nicholas G. 10 Reich, Brian James 10 Steel, Mark F. J. 10 Vehtari, Aki 9 Carlin, Bradley P. 9 Chen, Minghui 9 Czado, Claudia 9 Dey, Dipak Kumar 9 Girolami, Mark A. 9 Held, Leonhard 9 Herring, Amy H. 9 Lijoi, Antonio 9 Mallick, Bani K. 9 Ormerod, John T. 9 Prünster, Igor 9 Rousseau, Judith 9 Sun, Dongchu 9 West, Mike 8 Alexanderian, Alen 8 Bhadra, Anindya 8 Bhattacharya, Anirban 8 Bhattacharya, Sourabh 8 Casarin, Roberto 8 Gelman, Andrew 8 Gerlach, Richard H. 8 Han, Ming 8 Jordan, Michael Irwin 8 Klein, Nadja 8 Lee, Kyoungjae 8 Lian, Heng 8 Loschi, Rosangela Helena 8 McGree, James M. 8 Murphy, Thomas Brendan 8 Murray, Jared S. 8 Ročková, Veronika 8 Roy, Vivekananda 8 Tan, Linda S. L. 8 Villani, Mattias 8 Zhang, Hongmei 7 Arbel, Julyan 7 Banerjee, Sudipto 7 Bassetti, Federico 7 Canale, Antonio 7 Castellanos, María Eugenia 7 Choi, Taeryon ...and 4,918 more Authors all top 5 Cited in 253 Journals 230 Computational Statistics and Data Analysis 173 The Annals of Applied Statistics 164 Bayesian Analysis 146 Statistics and Computing 102 Electronic Journal of Statistics 101 Journal of the American Statistical Association 97 Journal of Applied Statistics 95 Biometrics 88 Journal of Statistical Computation and Simulation 69 Statistical Science 64 Journal of Computational and Graphical Statistics 63 Journal of Statistical Planning and Inference 63 Computational Statistics 57 Journal of Agricultural, Biological, and Environmental Statistics 52 Journal of Multivariate Analysis 52 Statistical Modelling 51 Communications in Statistics. 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