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: 828 Publications (since 2006) References Indexed: 365 Publications with 15,331 References. all top 5 Latest Issues 18, No. 4 (2023) 18, No. 2 (2023) 18, No. 1 (2023) 17, No. 4 (2022) 17, No. 3 (2022) 17, No. 2 (2022) 17, No. 1 (2022) 16, No. 4 (2021) 16, No. 3 (2021) 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 15 Quintana, Fernando Andrés 14 Müller, Peter 13 Robert, Christian P. 11 Drovandi, Christopher C. 11 Gelman, Andrew 11 West, Mike 10 Dunson, David Brian 10 Kadane, Joseph Born 9 Carvalho, Carlos Marinho 9 Mengersen, Kerrie L. 9 Polson, Nicholas G. 8 Berger, James Orvis 8 Chen, Minghui 8 Gelfand, Alan Enoch 8 Ghosh, Malay 8 Vehtari, Aki 7 Carlin, Bradley P. 7 George, Edward I. 7 Griffin, Jim E. 7 Jordan, Michael Irwin 7 Mira, Antonietta 7 O’Hagan, Anthony 7 Rousseau, Judith 7 Rue, Håvard 7 Smith, James Quartermaine 6 Clarke, Bertrand S. 6 Corander, Jukka 6 Ghosal, Subhashis 6 Hahn, P. Richard 6 Held, Leonhard 6 Jara, Alejandro 6 Kottas, Athanasios 6 Liseo, Brunero 6 MacEachern, Steven N. 6 Neal, Radford M. 6 Peluso, Stefano 6 Pettitt, Anthony N. 6 Rodríguez, Abel 6 Steel, Mark F. J. 5 Banerjee, Sudipto 5 Bernardo, Jose-Miguel 5 Casarin, Roberto 5 Consonni, Guido 5 Dahl, David B. 5 Dominici, Francesca 5 Evans, Michael John 5 Fouskakis, Dimitris 5 Friel, Nial 5 Girolami, Mark A. 5 Gramacy, Robert B. 5 Gutmann, Michael U. 5 Higdon, David M. 5 Hoff, Peter D. 5 Holmes, Christopher C. 5 Kim, Sungduk 5 Leisen, Fabrizio 5 Mitra, Riten 5 Ntzoufras, Ioannis 5 Parmigiani, Giovanni 5 Pericchi, Luis Raul 5 Prünster, Igor 5 Reiter, Jerome P. 5 Shahbaba, Babak 5 Simpson, Daniel Peter 5 Tokdar, Surya T. 5 Wade, Sara 5 Xu, Yanxun 5 Yin, Guosheng 5 Yoo, William Weimin 4 Assunção, Renato Martins 4 Blei, David M. 4 Chakraborty, Sounak 4 Christen, J. Andrés 4 Cressie, Noel A. C. 4 Czado, Claudia 4 Donnet, Sophie 4 Draper, David 4 Fearnhead, Paul 4 Ferreira, Marco A. R. 4 Fienberg, Stephen Elliot 4 Gamerman, Dani 4 Ghosh, Jayanta Kumar 4 Gosling, John Paul 4 Gruber, Lutz F. 4 Guglielmi, Alessandra 4 Hanson, Timothy E. 4 Higdon, Dave M. 4 Ji, Yuan 4 Kypraios, Theodore 4 Lee, Herbert K. H. 4 Lee, Juhee 4 Lewis, Paul O. 4 Loschi, Rosangela Helena 4 Mallick, Bani K. 4 Marin, Jean-Michel 4 Nott, David John 4 Page, Garritt L. 4 Ročková, Veronika 4 Rubio, Francisco Javier 4 Sansó, Bruno ...and 1,354 more Authors all top 5 Fields 824 Statistics (62-XX) 138 Probability theory and stochastic processes (60-XX) 124 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) 10 Combinatorics (05-XX) 8 Partial differential equations (35-XX) 7 Ordinary differential equations (34-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 Functional analysis (46-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) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 589 Publications have been cited 6,317 times in 4,229 Documents Cited by ▼ Year ▼ Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139 Gelman, Andrew 420 2006 Deviance information criteria for missing data models. Zbl 1331.62329 Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 198 2006 Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128 Griffin, Jim E.; Brown, Philip J. 113 2010 The case for objective Bayesian analysis. Zbl 1331.62042 Berger, James 110 2006 Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289 Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George 98 2010 A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291 O’Hara, R. B.; Sillanpää, M. J. 98 2009 Variational inference for Dirichlet process mixtures. Zbl 1331.62259 Blei, David M.; Jordan, Michael I. 92 2006 Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142 Holmes, Chris C.; Held, Leonhard 86 2006 On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148 Polson, Nicholas G.; Scott, James G. 72 2012 Nested sampling for general Bayesian computation. Zbl 1332.62374 Skilling, John 71 2006 The Bayesian elastic net. Zbl 1330.65026 Li, Qing; Lin, Nan 55 2010 Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041 Wang, Hao 54 2012 Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120 Dunson, David B.; Rodríguez, Abel 53 2011 Bayesian regularized quantile regression. Zbl 1330.62143 Li, Qing; Xi, Ruibin; Lin, Nan 47 2010 Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108 Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A. 46 2016 Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088 Grünwald, Peter; van Ommen, Thijs 42 2017 Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086 Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter 42 2006 Checking for prior-data conflict. Zbl 1331.62030 Evans, Michael; Moshonov, Hadas 42 2006 Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308 Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak 41 2013 Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249 Fritsch, Arno; Ickstadt, Katja 40 2009 Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241 Wade, Sara; Ghahramani, Zoubin 40 2018 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158 Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 38 2011 A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007 Christen, J. Andrés; Fox, Colin 38 2010 Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089 Carbonetto, Peter; Stephens, Matthew 37 2012 On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067 Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A. 37 2012 The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079 Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 36 2017 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135 Huang, Alan; Wand, M. P. 36 2013 Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132 Hoff, Peter D. 36 2011 Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion). Zbl 1475.62102 Hahn, P. Richard; Murray, Jared S.; Carvalho, Carlos M. 36 2020 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155 van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 35 2017 Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033 Liu, F.; Bayarri, M. J.; Berger, J. O. 35 2009 Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132 Xu, Xiaofan; Ghosh, Malay 35 2015 A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125 Browne, William J.; Draper, David 34 2006 A skew item response model. Zbl 1331.62448 Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno 34 2006 Overall objective priors. Zbl 1335.62039 Berger, James O.; Bernardo, Jose M.; Sun, Dongchu 33 2015 On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315 Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar 33 2016 Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056 Mohammadi, A.; Wit, E. C. 32 2015 Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082 Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A. 32 2015 Scaling it up: stochastic search structure learning in graphical models. Zbl 1335.62068 Wang, Hao 32 2015 Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005 Vernon, Ian; Goldstein, Michael; Bower, Richard G. 31 2010 Spatial dynamic factor analysis. Zbl 1330.62356 Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani 31 2008 Prior distributions for objective Bayesian analysis. Zbl 1407.62073 Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 31 2018 Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122 Datta, Jyotishka; Ghosh, Jayanta K. 30 2013 Hierarchical Bayesian analysis of the seemingly unrelated regression and simultaneous equations models using a combination of direct Monte Carlo and importance sampling techniques. Zbl 1330.62108 Ando, Tomohiro; Zellner, Arnold 30 2010 ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126 Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François 29 2009 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 29 2021 A new robust regression model for proportions. Zbl 1330.62272 Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina 28 2012 Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058 Sabanés Bové, Daniel; Held, Leonhard 28 2011 Bayesian dynamic density estimation. Zbl 1330.62180 Rodriguez, Abel; ter Horst, Enrique 28 2008 Dynamic matrix-variate graphical models. Zbl 1331.62040 Carvalho, Carlos M.; West, Mike 28 2007 Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168 Wang, Bo; Titterington, D. M. 28 2006 Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193 Kadane, Joseph B.; Tokdar, Surya T. 27 2012 Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042 Bottolo, Leonard; Richardson, Sylvia 27 2010 Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145 Jain, Sonia; Neal, Radford M. 27 2007 Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142 Salimans, Tim; Knowles, David A. 26 2013 A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034 Liu, Fei; West, Mike 26 2009 Bayesian analysis for emerging infectious diseases. Zbl 1330.62395 Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O. 26 2009 How many clusters? Zbl 1330.62033 McCullagh, Peter; Yang, Jie 26 2008 Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048 Gruber, Lutz; Czado, Claudia 26 2015 Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157 Rubio, Francisco J.; Steel, Mark F. J. 26 2014 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090 Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 26 2018 Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197 Lum, Kristian; Gelfand, Alan E. 25 2012 Likelihood-free estimation of model evidence. Zbl 1330.62118 Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J. 25 2011 Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341 Kaufman, Cari G.; Sain, Stephan R. 25 2010 Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis. Zbl 1330.62242 Arellano-Valle, Reinaldo B.; Castro, Luis M.; Genton, Marc G.; Gómez, Héctor W. 25 2008 Bayesian nonparametric inference – why and how. Zbl 1329.62171 Müller, Peter; Mitra, Riten 24 2013 Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157 Ventura, Laura; Racugno, Walter 24 2011 Bayesian model assessment using pivotal quantities. Zbl 1331.62147 Johnson, Valen E. 24 2007 Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175 Andrade, J. A. A.; O’Hagan, A. 24 2006 Subjective Bayesian analysis: principles and practice. Zbl 1331.62047 Goldstein, Michael 24 2006 Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150 Roos, Małgorzata; Held, Leonhard 23 2011 Model based clustering for three-way data structures. Zbl 1330.62262 Viroli, Cinzia 22 2011 Hierarchical shrinkage priors for regression models. Zbl 1384.62225 Griffin, Jim; Brown, Phil 21 2017 Beta processes, stick-breaking and power laws. Zbl 1330.62218 Broderick, Tamara; Jordan, Michael I.; Pitman, Jim 21 2012 Data augmentation for support vector machines. Zbl 1330.62258 Polson, Nicholas G.; Scott, Steven L. 21 2011 Particle learning for general mixtures. Zbl 1330.62348 Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A. 21 2010 Can a significance test be genuinely Bayesian? Zbl 1330.62049 Pereira, Carlos A. de B.; Stern, Julio Michael; Wechsler, Sergio 21 2008 Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059 Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard 21 2015 Bayesian inference and testing of group differences in brain networks. Zbl 06873717 Durante, Daniele; Dunson, David B. 20 2018 Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116 Delatola, Eleni-Ioanna; Griffin, Jim E. 20 2011 Latent nested nonparametric priors (with discussion). Zbl 1436.62108 Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 20 2019 Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179 Rivoirard, Vincent; Rousseau, Judith 19 2012 Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182 Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K. 19 2010 Spatial product partition models. Zbl 1359.62401 Page, Garritt L.; Quintana, Fernando A. 19 2016 Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115 Klein, Nadja; Kneib, Thomas 19 2016 Adapting the ABC distance function. Zbl 1384.62098 Prangle, Dennis 18 2017 Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032 Marshall, E. C.; Spiegelhalter, D. J. 18 2007 Model-based subspace clustering. Zbl 1331.62309 Hoff, Peter D. 18 2006 Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion). Zbl 1392.62148 Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. 17 2018 Mixture modeling for marked Poisson processes. Zbl 1330.62200 Taddy, Matthew A.; Kottas, Athanasios 17 2012 Bayesian generalized method of moments. Zbl 1330.62304 Yin, Guosheng 17 2009 Modal clustering in a class of product partition models. Zbl 1330.62248 Dahl, David B. 17 2009 Objections to Bayesian statistics. Zbl 1330.62046 Gelman, Andrew 17 2008 EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective. Zbl 1330.65023 Rydén, Tobias 17 2008 High-dimensional Bayesian geostatistics. Zbl 1384.62315 Banerjee, Sudipto 16 2017 A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376 Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A. 16 2013 An adaptive sequential Monte Carlo sampler. Zbl 1329.62055 Fearnhead, Paul; Taylor, Benjamin M. 16 2013 Default priors for density estimation with mixture models. Zbl 1330.62127 Griffin, J. E. 16 2010 Posterior predictive arguments in favor of the Bayes-Laplace prior as the consensus prior for binomial and multinomial parameters. Zbl 1330.62156 Tuyl, Frank; Gerlach, Richard; Mengersen, Kerrie 16 2009 Bayesian nonparametric weighted sampling inference. Zbl 1334.62024 Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew 16 2015 A Bayesian nonparametric latent space approach to modeling evolving communities in dynamic networks. Zbl 07810173 Loyal, Joshua Daniel; Chen, Yuguo 1 2023 A comparison of learning rate selection methods in generalized Bayesian inference. Zbl 07810175 Wu, Pei-Shien; Martin, Ryan 1 2023 Bayesian spatial homogeneity pursuit of functional data: an application to the U.S. income distribution. Zbl 07810192 Hu, Guanyu; Geng, Junxian; Xue, Yishu; Sang, Huiyan 1 2023 Likelihood-free inference by ratio estimation. Zbl 07809841 Thomas, Owen; Dutta, Ritabrata; Corander, Jukka; Kaski, Samuel; Gutmann, Michael U. 2 2022 Ensemble MCMC: accelerating pseudo-marginal MCMC for state space models using the ensemble Kalman filter. Zbl 07809848 Drovandi, Christopher; Everitt, Richard G.; Golightly, Andrew; Prangle, Dennis 2 2022 Fast and accurate estimation of non-nested binomial hierarchical models using variational inference. Zbl 07809913 Goplerud, Max 2 2022 Bayesian survival tree ensembles with submodel shrinkage. Zbl 07809996 Linero, Antonio R.; Basak, Piyali; Li, Yinpu; Sinha, Debajyoti 2 2022 A Bayesian approach to modeling multivariate multilevel insurance claims in the presence of unsettled claims. Zbl 07809843 Côté, Marie-Pier; Genest, Christian; Stephens, David A. 1 2022 mBART: multidimensional monotone BART. Zbl 07809909 Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E.; Shively, Thomas S. 1 2022 Vector operations for accelerating expensive Bayesian computations - a tutorial guide. Zbl 07809912 Warne, David J.; Sisson, Scott A.; Drovandi, Christopher 1 2022 Perfect sampling of the posterior in the hierarchical Pitman-Yor process. Zbl 07809985 Bacallado, Sergio; Favaro, Stefano; Power, Samuel; Trippa, Lorenzo 1 2022 The attraction Indian buffet distribution. Zbl 07809994 Warr, Richard L.; Dahl, David B.; Meyer, Jeremy M.; Lui, Arthur 1 2022 Biclustering via semiparametric Bayesian inference. Zbl 07809995 Murua, Alejandro; Quintana, Fernando Andrés 1 2022 Deep Gaussian processes for calibration of computer models (with discussion). Zbl 07810153 Marmin, Sébastien; Filippone, Maurizio 1 2022 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 29 2021 Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229 Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo 7 2021 Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165 Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka 6 2021 Particle methods for stochastic differential equation mixed effects models. Zbl 1480.62053 Botha, Imke; Kohn, Robert; Drovandi, Christopher 5 2021 Objective Bayesian analysis for the Student-\(t\) linear regression. Zbl 1475.62206 He, Daojiang; Sun, Dongchu; He, Lei 5 2021 Dynamic variable selection with spike-and-slab process priors. Zbl 1480.62132 Rockova, Veronika; McAlinn, Kenichiro 5 2021 Max-and-smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models. Zbl 1480.62056 Hrafnkelsson, Birgir; Siegert, Stefan; Huser, Raphaël; Bakka, Haakon; Jóhannesson, Árni V. 4 2021 Bayesian inference over the Stiefel manifold via the Givens representation. Zbl 1493.62133 Pourzanjani, Arya A.; Jiang, Richard M.; Mitchell, Brian; Atzberger, Paul J.; Petzold, Linda R. 3 2021 Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057 Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 3 2021 Using prior expansions for prior-data conflict checking. Zbl 1480.62150 Nott, David J.; Seah, Max; Al-Labadi, Luai; Evans, Michael; Ng, Hui Khoon; Englert, Berthold-Georg 3 2021 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109 Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 2 2021 Bayesian multiple changepoint detection for stochastic models in continuous time. Zbl 1480.62078 Lu, Shaochuan 2 2021 Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058 Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga 2 2021 A Symmetric prior for multinomial probit models. Zbl 07807549 Burgette, Lane F.; Puelz, David; Hahn, P. Richard 2 2021 Dynamic regression models for time-ordered functional data. Zbl 1480.62260 Kowal, Daniel R. 1 2021 On a new class of multivariate prior distributions: theory and application in reliability. Zbl 1475.62166 Ruggeri, Fabrizio; Sánchez-Sánchez, Marta; Sordo, Miguel Ángel; Suárez-Llorens, Alfonso 1 2021 Where is the clean air? A Bayesian decision framework for personalised cyclist route selection using R-INLA. Zbl 1480.62016 Dawkins, Laura C.; Williamson, Daniel B.; Mengersen, Kerrie L.; Morawska, Lidia; Jayaratne, Rohan; Shaddick, Gavin 1 2021 A phase I-II basket trial design to optimize dose-schedule regimes based on delayed outcomes. Zbl 1493.62129 Lin, Ruitao; Thall, Peter F.; Yuan, Ying 1 2021 A model selection approach for variable selection with censored data. Zbl 1475.62084 Castellanos, María Eugenia; García-Donato, Gonzalo; Cabras, Stefano 1 2021 The Median probability model and correlated variables. Zbl 07808147 Barbieri, Maria M.; Berger, James O.; George, Edward I.; Ročková, Veronika 1 2021 The semi-hierarchical Dirichlet process and its application to clustering homogeneous distributions. Zbl 07808151 Beraha, Mario; Guglielmi, Alessandra; Quintana, Fernando A. 1 2021 Spatial 3D Matérn priors for fast whole-brain fMRI analysis. Zbl 07808153 Sidén, Per; Lindgren, Finn; Bolin, David; Eklund, Anders; Villani, Mattias 1 2021 Generalized mixtures of Finite mixtures and telescoping sampling. Zbl 07808154 Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud; Grün, Bettina 1 2021 Multilevel linear models, Gibbs samplers and multigrid decompositions (with discussion). Zbl 07808155 Zanella, Giacomo; Roberts, Gareth 1 2021 Bayesian restricted likelihood methods: conditioning on insufficient statistics in Bayesian regression (with discussion). Zbl 07808156 Lewis, John R.; MacEachern, Steven N.; Lee, Yoonkyung 1 2021 Robust estimation in controlled branching processes: Bayesian estimators via disparities. Zbl 07807537 González, Miguel; Minuesa, Carmen; Del Puerto, Inés; Vidyashankar, Anand N. 1 2021 Improving multilevel regression and poststratification with structured priors. Zbl 07807539 Gao, Yuxiang; Kennedy, Lauren; Simpson, Daniel; Gelman, Andrew 1 2021 Adaptive tuning of Hamiltonian Monte Carlo within sequential Monte Carlo. Zbl 07807540 Buchholz, Alexander; Chopin, Nicolas; Jacob, Pierre E. 1 2021 Sequential Bayesian experimental design for implicit models via mutual information. Zbl 07807541 Kleinegesse, Steven; Drovandi, Christopher; Gutmann, Michael U. 1 2021 Bayesian inference, model selection and likelihood estimation using fast rejection sampling: the Conway-Maxwell-Poisson distribution. Zbl 07807546 Benson, Alan; Friel, Nial 1 2021 Fast exact Bayesian inference for sparse signals in the normal sequence model. Zbl 07807547 van Erven, Tim; Szabó, Botond 1 2021 Optional stopping with Bayes factors: a categorization and extension of folklore results, with an application to invariant situations. Zbl 07807548 Hendriksen, Allard; de Heide, Rianne; Grünwald, Peter 1 2021 Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion). Zbl 1475.62102 Hahn, P. Richard; Murray, Jared S.; Carvalho, Carlos M. 36 2020 Infinite mixtures of infinite factor analysers. Zbl 1459.62118 Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 12 2020 A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021 Wang, Junyang; Cockayne, Jon; Oates, Chris J. 7 2020 Scalable Bayesian inference for the inverse temperature of a hidden Potts model. Zbl 1437.62324 Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie 7 2020 A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133 Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène 6 2020 A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124 Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero 6 2020 Using Bayesian latent Gaussian graphical models to infer symptom associations in verbal autopsies. Zbl 1459.62096 Li, Zehang Richard; McComick, Tyler H.; Clark, Samuel J. 6 2020 The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113 Trillos, Nicolas Garcia; Sanz-Alonso, Daniel 5 2020 High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253 Cao, Xuan; Khare, Kshitij; Ghosh, Malay 5 2020 Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050 Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S. 5 2020 Hierarchical species sampling models. Zbl 1459.62039 Bassetti, Federico; Casarin, Roberto; Rossini, Luca 5 2020 Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029 Yang, Xinming; Narisetty, Naveen N. 5 2020 An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009 Bickel, David R. 4 2020 Determinantal point process mixtures via spectral density approach. Zbl 1437.62136 Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A. 4 2020 Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212 Zhang, Bohai; Cressie, Noel 4 2020 Recycling intermediate steps to improve Hamiltonian Monte Carlo. Zbl 1480.62060 Nishimura, Akihiko; Dunson, David 3 2020 Bayesian inference in nonparanormal graphical models. Zbl 1459.62035 Mulgrave, Jami J.; Ghosal, Subhashis 3 2020 Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219 Guhaniyogi, Rajarshi; Rodriguez, Abel 3 2020 On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005 Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G. 2 2020 Bayesian estimation under informative sampling with unattenuated dependence. 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Zbl 1409.62059 Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L. 7 2019 ...and 489 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 6,896 Authors 43 Dunson, David Brian 29 Drovandi, Christopher C. 29 Nott, David John 25 Ghosal, Subhashis 24 Alhamzawi, Rahim 24 Quintana, Fernando Andrés 24 Walker, Stephen Grahm 23 Vannucci, Marina 19 Corander, Jukka 19 Leisen, Fabrizio 19 Wand, Matthew P. 19 Wikle, Christopher K. 18 Arellano-Valle, Reinaldo Boris 18 Rue, Håvard 17 Kneib, Thomas 17 Vehtari, Aki 16 Al-Labadi, Luai 16 Guindani, Michele 16 Han, Ming 16 Ntzoufras, Ioannis 16 Rubio, Francisco Javier 15 Bazán, Jorge Luis 15 Ghosh, Malay 15 Griffin, Jim E. 15 Kottas, Athanasios 15 Louzada, Francisco 15 Müller, Peter 15 Polson, Nicholas G. 15 Smith, James Quartermaine 15 Tran, Minh Ngoc 15 Yu, Keming 14 Consonni, Guido 14 Fouskakis, Dimitris 14 Frühwirth-Schnatter, Sylvia 14 Khare, Kshitij 14 Kohn, Robert J. 14 Lesaffre, Emmanuel M. E. H. 14 Martin, Ryan 14 Mena, Ramsés H. 14 Oates, Chris J. 14 Reich, Brian James 14 Ventura, Laura 14 Villa, Cristiano 13 Banerjee, Sudipto 13 Christen, J. Andrés 13 Favaro, Stefano 13 Hanson, Timothy E. 13 Holan, Scott H. 13 Lijoi, Antonio 13 Loschi, Rosangela Helena 13 Pati, Debdeep 13 Pettitt, Anthony N. 13 Prünster, Igor 13 Robert, Christian P. 13 Rodríguez, Abel 13 Steel, Mark F. J. 13 West, Mike 12 Casarin, Roberto 12 Dey, Dipak Kumar 12 Evans, Michael John 12 Gelman, Andrew 12 Girolami, Mark A. 12 Held, Leonhard 12 Hooten, Mevin B. 12 Lachos Dávila, Víctor Hugo 12 Lee, Kyoungjae 12 Lopes, Hedibert Freitas 12 Mengersen, Kerrie L. 12 Ročková, Veronika 12 Sun, Dongchu 12 Trippa, Lorenzo 11 Argiento, Raffaele 11 Azevedo, Caio Lucidius Naberezny 11 Baladandayuthapani, Veerabhadran 11 Balakrishnan, Narayanaswamy 11 Bhadra, Anindya 11 Carvalho, Carlos Marinho 11 Castillo, Ismaël 11 Chen, Minghui 11 Durante, Daniele 11 Friel, Nial 11 Hoff, Peter D. 11 Klein, Nadja 11 Lee, Jaeyong 11 Maleki, Mohsen 11 Mulder, Joris 11 Stingo, Francesco Claudio 10 Arbel, Julyan 10 Canale, Antonio 10 Czado, Claudia 10 Guglielmi, Alessandra 10 Jordan, Michael Irwin 10 Mallick, Bani K. 10 Murray, Jared S. 10 Nieto-Barajas, Luis E. 10 Ormerod, John T. 10 Peluso, Stefano 10 Richardson, Sylvia 10 Sansó, Bruno 10 Savitsky, Terrance D. ...and 6,796 more Authors all top 5 Cited in 309 Journals 257 Computational Statistics and Data Analysis 254 Bayesian Analysis 241 The Annals of Applied Statistics 202 Statistics and Computing 156 Journal of the American Statistical Association 139 Biometrics 125 Journal of Applied Statistics 115 Electronic Journal of Statistics 111 Journal of Statistical Computation and Simulation 104 Journal of Computational and Graphical Statistics 94 Communications in Statistics. 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