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: 689 Publications (since 2006) References Indexed: 226 Publications with 8,894 References. all top 5 Latest Issues 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 12 Müller, Peter 11 Quintana, Fernando Andrés 10 Kadane, Joseph Born 9 West, Mike 8 Carvalho, Carlos Marinho 8 Dunson, David Brian 8 Gelfand, Alan Enoch 8 Gelman, Andrew 8 Mengersen, Kerrie L. 7 Carlin, Bradley P. 7 Chen, Minghui 7 Ghosh, Malay 7 Griffin, Jim E. 7 Polson, Nicholas G. 7 Rousseau, Judith 6 Drovandi, Christopher C. 6 Jordan, Michael Irwin 6 Neal, Radford M. 6 O’Hagan, Anthony 6 Pettitt, Anthony N. 6 Robert, Christian P. Robert 5 Berger, James Orvis 5 Bernardo, Jose-Miguel 5 Clarke, Bertrand S. 5 Dominici, Francesca 5 Ghosal, Subhashis 5 Girolami, Mark A. 5 Held, Leonhard 5 Higdon, David M. 5 Hoff, Peter D. 5 Holmes, Christopher C. 5 Jara, Alejandro 5 Kim, Sungduk 5 Liseo, Brunero 5 MacEachern, Steven N. 5 Mitra, Riten 5 Parmigiani, Giovanni 5 Rodríguez, Abel Augusto 5 Smith, Jim Q. 5 Steel, Mark F. J. 5 Tokdar, Surya T. 5 Yin, Guosheng 4 Banerjee, Sudipto 4 Casarin, Roberto 4 Chakraborty, Sounak 4 Cressie, Noel A. C. 4 Czado, Claudia 4 Donnet, Sophie 4 Draper, David 4 Fearnhead, Paul 4 Fienberg, Stephen Elliot 4 George, Edward I. 4 Ghosh, Jayanta Kumar 4 Gramacy, Robert B. 4 Gruber, Lutz F. 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 Pericchi, Luis Raul 4 Prünster, Igor 4 Reiter, Jerome P. 4 Rue, Håvard 4 Scott, James G. 4 Shahbaba, Babak 4 van Dyk, David A. 4 Wand, Matthew P. 3 Barrientos, Andrés F. 3 Blei, David M. 3 Buck, Caitlin E. 3 Caron, François 3 Celeux, Gilles 3 Chakrabarti, Arijit 3 Chkrebtii, Oksana A. 3 Christen, J. Andrés 3 Consonni, Guido 3 Corander, Jukka 3 Dahl, David B. 3 Dawid, Alexander Philip 3 DeYoreo, Maria 3 Dobra, Adrian 3 Evans, Michael John 3 Ferreira, Marco A. R. 3 Fouskakis, Dimitris 3 Friel, Nial 3 Gamerman, Dani 3 Gosling, John Paul 3 Guindani, Michele 3 Hahn, P. Richard 3 Higdon, Dave M. 3 Holan, Scott H. 3 Ji, Yuan 3 Kyung, Minjung 3 Lee, Jeong Eun 3 Leisen, Fabrizio 3 Lewis, Paul O. ...and 974 more Authors all top 5 Fields 685 Statistics (62-XX) 120 Probability theory and stochastic processes (60-XX) 110 Numerical analysis (65-XX) 46 Biology and other natural sciences (92-XX) 29 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 459 Publications have been cited 3,586 times in 2,541 Documents Cited by ▼ Year ▼ Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139Gelman, Andrew 290 2006 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 149 2006 The case for objective Bayesian analysis. Zbl 1331.62042Berger, James 82 2006 Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142Holmes, Chris C.; Held, Leonhard 68 2006 Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128Griffin, Jim E.; Brown, Philip J. 64 2010 Variational inference for Dirichlet process mixtures. Zbl 1331.62259Blei, David M.; Jordan, Michael I. 61 2006 Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George 55 2010 A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291O’Hara, R. B.; Sillanpää, M. J. 54 2009 On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148Polson, Nicholas G.; Scott, James G. 40 2012 Nested sampling for general Bayesian computation. Zbl 1332.62374Skilling, John 37 2006 Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120Dunson, David B.; Rodríguez, Abel 35 2011 The Bayesian elastic net. Zbl 1330.65026Li, Qing; Lin, Nan 33 2010 Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249Fritsch, Arno; Ickstadt, Katja 32 2009 Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A. 29 2016 Bayesian regularized quantile regression. Zbl 1330.62143Li, Qing; Xi, Ruibin; Lin, Nan 29 2010 Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter 29 2006 On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A. 27 2012 A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125Browne, William J.; Draper, David 27 2006 Checking for prior-data conflict. Zbl 1331.62030Evans, Michael; Moshonov, Hadas 26 2006 Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak 24 2013 A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007Christen, J. Andrés; Fox, Colin 24 2010 A skew item response model. Zbl 1331.62448Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno 23 2006 Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041Wang, Hao 22 2012 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 22 2009 Likelihood-free estimation of model evidence. Zbl 1330.62118Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J. 21 2011 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 21 2011 Bayesian analysis for emerging infectious diseases. Zbl 1330.62395Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O. 21 2009 Dynamic matrix-variate graphical models. Zbl 1331.62040Carvalho, Carlos M.; West, Mike 21 2007 Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145Jain, Sonia; Neal, Radford M. 21 2007 Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168Wang, Bo; Titterington, D. M. 21 2006 A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034Liu, Fei; West, Mike 20 2009 Bayesian dynamic density estimation. Zbl 1330.62180Rodriguez, Abel; ter Horst, Enrique 20 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. 20 2008 Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157Rubio, Francisco J.; Steel, Mark F. J. 19 2014 Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089Carbonetto, Peter; Stephens, Matthew 19 2012 Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132Hoff, Peter D. 19 2011 Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058Sabanés Bové, Daniel; Held, Leonhard 19 2011 Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341Kaufman, Cari G.; Sain, Stephan R. 19 2010 Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042Bottolo, Leonard; Richardson, Sylvia 19 2010 Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005Vernon, Ian; Goldstein, Michael; Bower, Richard G. 19 2010 How many clusters? Zbl 1330.62033McCullagh, Peter; Yang, Jie 19 2008 Spatial dynamic factor analysis. Zbl 1330.62356Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani 19 2008 Bayesian model assessment using pivotal quantities. Zbl 1331.62147Johnson, Valen E. 19 2007 The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 18 2017 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135Huang, Alan; Wand, M. P. 18 2013 Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179Rivoirard, Vincent; Rousseau, Judith 18 2012 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 17 2017 Data augmentation for support vector machines. Zbl 1330.62258Polson, Nicholas G.; Scott, Steven L. 17 2011 Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150Roos, Małgorzata; Held, Leonhard 17 2011 Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033Liu, F.; Bayarri, M. J.; Berger, J. O. 17 2009 Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193Kadane, Joseph B.; Tokdar, Surya T. 16 2012 Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157Ventura, Laura; Racugno, Walter 16 2011 Can a significance test be genuinely Bayesian? Zbl 1330.62049Pereira, Carlos A.de B.; Stern, Julio Michael; Wechsler, Sergio 16 2008 Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175Andrade, J. A. A.; O’Hagan, A. 16 2006 Model-based subspace clustering. Zbl 1331.62309Hoff, Peter D. 16 2006 Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056Mohammadi, A.; Wit, E. C. 16 2015 Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048Gruber, Lutz; Czado, Claudia 16 2015 Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088Grünwald, Peter; van Ommen, Thijs 15 2017 Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122Datta, Jyotishka; Ghosh, Jayanta K. 15 2013 Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142Salimans, Tim; Knowles, David A. 15 2013 Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197Lum, Kristian; Gelfand, Alan E. 15 2012 Beta processes, stick-breaking and power laws. Zbl 1330.62218Broderick, Tamara; Jordan, Michael I.; Pitman, Jim 15 2012 Modal clustering in a class of product partition models. Zbl 1330.62248Dahl, David B. 15 2009 Objections to Bayesian statistics. Zbl 1330.62046Gelman, Andrew 15 2008 Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032Marshall, E. C.; Spiegelhalter, D. J. 15 2007 Subjective Bayesian analysis: principles and practice. Zbl 1331.62047Goldstein, Michael 15 2006 Overall objective priors. Zbl 1335.62039Berger, James O.; Bernardo, Jose M.; Sun, Dongchu 15 2015 Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132Xu, Xiaofan; Ghosh, Malay 15 2015 On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar 14 2016 Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K. 14 2010 Inferring climate system properties using a computer model. Zbl 1330.86029Sansó, Bruno; Forest, Chris E.; Zantedeschi, Daniel 14 2008 Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A. 14 2015 Bayesian nonparametric inference – why and how. Zbl 1329.62171Müller, Peter; Mitra, Riten 13 2013 Particle learning for general mixtures. Zbl 1330.62348Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A. 13 2010 Bayesian generalized method of moments. Zbl 1330.62304Yin, Guosheng 13 2009 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 Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116Delatola, Eleni-Ioanna; Griffin, Jim E. 12 2011 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 12 2010 An adaptive sequential Monte Carlo sampler. Zbl 1329.62055Fearnhead, Paul; Taylor, Benjamin M. 11 2013 Feature allocations, probability functions, and paintboxes. Zbl 1329.62278Broderick, Tamara; Pitman, Jim; Jordan, Michael I. 11 2013 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 Default priors for density estimation with mixture models. Zbl 1330.62127Griffin, J. E. 11 2010 Spatial product partition models. Zbl 1359.62401Page, Garritt L.; Quintana, Fernando A. 10 2016 Bayesian registration of functions and curves. Zbl 1357.62151Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng 10 2016 A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A. 10 2013 Bayesian nonparametric ROC regression modeling. Zbl 1329.62154de Carvalho, Vanda Inácio; Jara, Alejandro; Hanson, Timothy E.; de Carvalho, Miguel 10 2013 Simulation-based regularized logistic regression. Zbl 1330.62301Gramacy, Robert B.; Polson, Nicholas G. 10 2012 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 10 2012 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 10 2009 A grade of membership model for rank data. Zbl 1330.62024Gormley, Isobel Claire; Murphy, Thomas Brendan 10 2009 Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models. Zbl 1330.62029Kim, Sinae; Dahl, David B.; Vannucci, Marina 10 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 10 2008 Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard 10 2015 Bayesian inference and testing of group differences in brain networks. Zbl 06873717Durante, Daniele; Dunson, David B. 10 2018 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. 9 2017 Adapting the ABC distance function. Zbl 1384.62098Prangle, Dennis 9 2017 GPU-accelerated Bayesian learning and forecasting in simultaneous graphical dynamic linear models. Zbl 1359.62367Gruber, Lutz; West, Mike 9 2016 Hypothesis assessment and inequalities for Bayes factors and relative belief ratios. Zbl 1329.62115Baskurt, Zeynep; Evans, Michael 9 2013 Spatial mixture modelling for unobserved point processes: examples in immunofluorescence histology. Zbl 1330.62355Ji, Chunlin; Merl, Daniel; Kepler, Thomas B.; West, Mike 9 2009 The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113Trillos, Nicolas Garcia; Sanz-Alonso, Daniel 1 2020 Determinantal point process mixtures via spectral density approach. Zbl 1437.62136Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A. 1 2020 High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253Cao, Xuan; Khare, Kshitij; Ghosh, Malay 1 2020 Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219Guhaniyogi, Rajarshi; Rodriguez, Abel 1 2020 Gibbs-type Indian buffet processes. Zbl 1459.60113Heaukulani, Creighton; Roy, Daniel M. 1 2020 Infinite mixtures of infinite factor analysers. Zbl 1459.62118Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 1 2020 Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059South, L. F.; Pettitt, A. N.; Drovandi, C. C. 5 2019 Bayesian functional linear regression with sparse step functions. Zbl 1409.62060Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre 4 2019 Bayesian effect fusion for categorical predictors. Zbl 1416.62224Pauger, Daniela; Wagner, Helga 4 2019 Bayesian analysis of dynamic linear topic models. Zbl 1409.62059Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L. 3 2019 Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam 3 2019 A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark 3 2019 Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178Ning, Bo; Ghosal, Subhashis; Thomas, Jewell 2 2019 Joining and splitting models with Markov melding. Zbl 1409.62153Goudie, Robert J. B.; Presanis, Anne M.; Lunn, David; De Angelis, Daniela; Wernisch, Lorenz 2 2019 Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173Irie, Kaoru; West, Mike 2 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. 2 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 2 2019 Stochastic approximations to the Pitman-Yor process. Zbl 1435.62076Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor 2 2019 High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca 2 2019 Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. Zbl 1421.62055Gu, Mengyang 2 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. 2 2019 Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan 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 Filtering and estimation for a class of stochastic volatility models with intractable likelihoods. Zbl 1409.62184Vankov, Emilian R.; Guindani, Michele; Ensor, Katherine B. 1 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 Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen 1 2019 Hierarchical normalized completely random measures for robust graphical modeling. Zbl 1435.62121Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina 1 2019 Latent nested nonparametric priors (with discussion). Zbl 1436.62108Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 1 2019 Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta 1 2019 Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. Zbl 1421.62029Ntzoufras, Ioannis; Tarantola, Claudia; Lupparelli, Monia 1 2019 Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. Zbl 1421.62077Neelon, Brian 1 2019 Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David 1 2019 Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera 1 2019 Bayesian inference and testing of group differences in brain networks. Zbl 06873717Durante, Daniele; Dunson, David B. 10 2018 Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241Wade, Sara; Ghahramani, Zoubin 9 2018 Prior distributions for objective Bayesian analysis. Zbl 1407.62073Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 6 2018 On the use of Cauchy prior distributions for Bayesian logistic regression. Zbl 1407.62276Ghosh, Joyee; Li, Yingbo; Mitra, Robin 4 2018 Efficient model comparison techniques for models requiring large scale data augmentation. Zbl 1407.62085Touloupou, Panayiota; Alzahrani, Naif; Neal, Peter; Spencer, Simon E. F.; McKinley, Trevelyan J. 4 2018 Merging MCMC subposteriors through Gaussian-process approximations. Zbl 1407.62081Nemeth, Christopher; Sherlock, Chris 4 2018 Power-expected-posterior priors for generalized linear models. Zbl 1407.62275Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos 4 2018 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 4 2018 Optimal Bayesian minimax rates for unconstrained large covariance matrices. Zbl 1407.62043Lee, Kyoungjae; Lee, Jaeyong 4 2018 Improving the efficiency of fully Bayesian optimal design of experiments using randomised quasi-Monte Carlo. Zbl 06873721Drovandi, Christopher C.; Tran, Minh-Ngoc 4 2018 Regularization and confounding in linear regression for treatment effect estimation. Zbl 06873722Hahn, P. Richard; Carvalho, Carlos M.; Puelz, David; He, Jingyu 4 2018 Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion). Zbl 1392.62148Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. 4 2018 Sequential Bayesian analysis of multivariate count data. Zbl 1407.62308Aktekin, Tevfik; Polson, Nick; Soyer, Refik 3 2018 Bayesian community detection. Zbl 1407.62240van der Pas, S. L.; van der Vaart, A. W. 3 2018 Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Zbl 1407.62272Zhang, Yan; Bondell, Howard D. 3 2018 A general method for robust Bayesian modeling. Zbl 1407.62088Wang, Chong; Blei, David M. 3 2018 The matrix-F prior for estimating and testing covariance matrices. Zbl 1407.62080Mulder, Joris; Pericchi, Luis Raúl 3 2018 Dirichlet process mixture models for modeling and generating synthetic versions of nested categorical data. Zbl 06873723Hu, Jingchen; Reiter, Jerome P.; Wang, Quanli 3 2018 Locally adaptive smoothing with Markov random fields and shrinkage priors. Zbl 06873725Faulkner, James R.; Minin, Vladimir N. 3 2018 A new Monte Carlo method for estimating marginal likelihoods. Zbl 1407.62412Wang, Yu-Bo; Chen, Ming-Hui; Kuo, Lynn; Lewis, Paul O. 2 2018 Testing un-separated hypotheses by estimating a distance. Zbl 1407.62154Salomond, Jean-Bernard 2 2018 Variational Hamiltonian Monte Carlo via score matching. Zbl 06989957Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai 2 2018 Modelling and computation using NCoRM mixtures for density regression. Zbl 1407.62134Griffin, Jim; Leisen, Fabrizio 2 2018 Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano 2 2018 Sampling latent states for high-dimensional non-linear state space models with the embedded HMM method. Zbl 1448.65013Shestopaloff, Alexander Y.; Neal, Radford M. 1 2018 A new regression model for bounded responses. Zbl 1407.62279Migliorati, Sonia; Di Brisco, Agnese Maria; Ongaro, Andrea 1 2018 Sampling errors in nested sampling parameter estimation. Zbl 1407.62050Higson, Edward; Handley, Will; Hobson, Mike; Lasenby, Anthony 1 2018 Designing simple and efficient Markov chain Monte Carlo proposal kernels. Zbl 1407.60103Thawornwattana, Yuttapong; Dalquen, Daniel; Yang, Ziheng 1 2018 Bayesian model selection of regular vine copulas. Zbl 1407.62172Gruber, Lutz F.; Czado, Claudia 1 2018 Sequential Monte Carlo smoothing with parameter estimation. Zbl 1407.62343Yang, Biao; Stroud, Jonathan R.; Huerta, Gabriel 1 2018 Bayesian spectral modeling for multivariate spatial distributions of elemental concentrations in soil. Zbl 1462.62709Terres, Maria A.; Fuentes, Montserrat; Hesterberg, Dean; Polizzotto, Matthew 1 2018 Approximation of Bayesian predictive \(p\)-values with regression ABC. Zbl 06873718Nott, David J.; Drovandi, Christopher C.; Mengersen, Kerrie; Evans, Michael 1 2018 Real-time Bayesian parameter estimation for item response models. Zbl 06873720Weng, Ruby Chiu-Hsing; Coad, D. Stephen 1 2018 The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 18 2017 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 17 2017 Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088Grünwald, Peter; van Ommen, Thijs 15 2017 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. 9 2017 Adapting the ABC distance function. Zbl 1384.62098Prangle, Dennis 9 2017 Towards a multidimensional approach to Bayesian disease mapping. Zbl 1384.62308Martinez-Beneito, Miguel A.; Botella-Rocamora, Paloma; Banerjee, Sudipto 6 2017 Hierarchical shrinkage priors for regression models. Zbl 1384.62225Griffin, Jim; Brown, Phil 5 2017 Optimal robustness results for relative belief inferences and the relationship to prior-data conflict. Zbl 1384.62076Al Labadi, Luai; Evans, Michael 5 2017 Bayesian variable selection regression of multivariate responses for group data. Zbl 1384.62259Liquet, B.; Mengersen, K.; Pettitt, A. N.; Sutton, M. 5 2017 Dependent species sampling models for spatial density estimation. Zbl 1384.62124Jo, Seongil; Lee, Jaeyong; Müller, Peter; Quintana, Fernando A.; Trippa, Lorenzo 4 2017 Bayesian inference for diffusion-driven mixed-effects models. Zbl 1384.62109Whitaker, Gavin A.; Golightly, Andrew; Boys, Richard J.; Sherlock, Chris 4 2017 High-dimensional Bayesian geostatistics. Zbl 1384.62315Banerjee, Sudipto 4 2017 The scaled beta2 distribution as a robust prior for scales. Zbl 1384.62048Pérez, María-Eglée; Pericchi, Luis Raúl; Ramírez, Isabel Cristina 4 2017 A Bayesian nonparametric approach to testing for dependence between random variables. Zbl 1384.62146Filippi, Sarah; Holmes, Chris C. 4 2017 Approximate Bayesian inference in semiparametric copula models. Zbl 1384.62167Grazian, Clara; Liseo, Brunero 4 2017 Bayesian endogenous Tobit quantile regression. Zbl 1384.62275Kobayashi, Genya 3 2017 Adaptive empirical Bayesian smoothing splines. Zbl 1384.62118Serra, Paulo; Krivobokova, Tatyana 3 2017 Latent space approaches to community detection in dynamic networks. Zbl 1384.62203Sewell, Daniel K.; Chen, Yuguo 3 2017 A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions. Zbl 1384.62103Ruggeri, Fabrizio; Sawlan, Zaid; Scavino, Marco; Tempone, Raul 3 2017 Asymptotic optimality of one-group shrinkage priors in sparse high-dimensional problems. Zbl 1384.62087Ghosh, Prasenjit; Chakrabarti, Arijit 3 2017 Bayesian inference and model assessment for spatial point patterns using posterior predictive samples. Zbl 1384.62091Leininger, Thomas J.; Gelfand, Alan E. 2 2017 Bayesian detection of abnormal segments in multiple time series. Zbl 1384.62286Bardwell, Lawrence; Fearnhead, Paul 2 2017 Estimating the marginal likelihood using the arithmetic mean identity. Zbl 1384.62096Pajor, Anna 2 2017 Bayesian estimation of principal components for functional data. Zbl 1384.62189Suarez, Adam J.; Ghosal, Subhashis 2 2017 A decision-theoretic comparison of treatments to resolve air leaks after lung surgery based on nonparametric modeling. Zbl 1384.62312Xu, Yanxun; Thall, Peter F.; Müller, Peter; Reza, Mehran J. 2 2017 Bayesian mixture models with focused clustering for mixed ordinal and nominal data. Zbl 1384.62192Deyoreo, Maria; Reiter, Jerome P.; Hillygus, D. Sunshine 2 2017 A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298Le, Tri; Clarke, Bertrand 2 2017 Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka 2 2017 Bayesian two-stage design for phase II clinical trials with switching hypothesis tests. Zbl 1384.62311Shi, Haolun; Yin, Guosheng 1 2017 Posterior concentration rates for counting processes with Aalen multiplicative intensities. Zbl 1384.62083Donnet, Sophie; Rivoirard, Vincent; Rousseau, Judith; Scricciolo, Catia 1 2017 Automated parameter blocking for efficient Markov chain Monte Carlo sampling. Zbl 1384.62022Turek, Daniel; de Valpine, Perry; Paciorek, Christopher J.; Anderson-Bergman, Clifford 1 2017 ...and 359 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 4,262 Authors 26 Dunson, David Brian 21 Ghosal, Subhashis 19 Martin, Ryan R. 18 Drovandi, Christopher C. 17 Nott, David John 16 Alhamzawi, Rahim 16 Arellano-Valle, Reinaldo Boris 14 Kneib, Thomas 14 Quintana, Fernando Andrés 14 Vannucci, Marina 14 Walker, Stephen Grahm 14 Wand, Matthew P. 14 Wikle, Christopher K. 13 Griffin, Jim E. 13 Pati, Debdeep 12 Guindani, Michele 12 Hanson, Timothy E. 12 Pettitt, Anthony N. 12 Rubio, Francisco Javier 11 Corander, Jukka 11 Frühwirth-Schnatter, Sylvia 11 Leisen, Fabrizio 11 Louzada, Francisco 11 Mengersen, Kerrie L. 11 Rodríguez, Abel Augusto 11 Ventura, Laura 10 Balakrishnan, Narayanaswamy 10 Christen, J. Andrés 10 Consonni, Guido 10 Favaro, Stefano 10 Lachos Dávila, Víctor Hugo 10 Ntzoufras, Ioannis 10 Polson, Nicholas G. 10 Rue, Håvard 10 Tran, Minh Ngoc 10 Yu, Keming 9 Carlin, Bradley P. 9 Fouskakis, Dimitris 9 Ghosh, Malay 9 Girolami, Mark A. 9 Held, Leonhard 9 Kohn, Robert J. 9 Kottas, Athanasios 9 Maleki, Mohsen 9 Mena, Ramsés H. 9 Müller, Peter 9 Ormerod, John T. 9 Rousseau, Judith 9 Steel, Mark F. J. 9 Villa, Cristiano 8 Alexanderian, Alen 8 Bhattacharya, Anirban 8 Bhattacharya, Sourabh 8 Gelman, Andrew 8 Gerlach, Richard H. 8 Lesaffre, Emmanuel M. E. H. 8 Lian, Heng 8 Lijoi, Antonio 8 Loschi, Rosangela Helena 8 Mallick, Bani K. 8 McGree, James M. 8 Oates, Chris J. 8 Prünster, Igor 8 Reich, Brian James 8 Sun, Dongchu 8 Tan, Linda S. L. 8 Vehtari, Aki 8 West, Mike 8 Zhang, Hongmei 7 Al-Labadi, Luai 7 Azevedo, Caio Lucidius Naberezny 7 Bassetti, Federico 7 Bazán, Jorge Luis 7 Bhadra, Anindya 7 Carvalho, Carlos Marinho 7 Casarin, Roberto 7 Chen, Minghui 7 Congdon, Peter D. 7 Czado, Claudia 7 de Angelis, Daniela 7 Deardon, Rob 7 Dey, Dipak Kumar 7 Evans, Michael John 7 Friel, Nial 7 Gelfand, Alan Enoch 7 Herring, Amy H. 7 Hoff, Peter D. 7 Hooten, Mevin B. 7 Ibrahim, Joseph George 7 Jordan, Michael Irwin 7 Khare, Kshitij 7 Lopes, Hedibert Freitas 7 Molenberghs, Geert 7 Richardson, Sylvia 7 Rodrigues, Josemar 7 Roy, Vivekananda 7 Savitsky, Terrance D. 7 Smith, Jim Q. 7 Song, Xinyuan 7 Wang, Min ...and 4,162 more Authors all top 5 Cited in 237 Journals 213 Computational Statistics and Data Analysis 139 Bayesian Analysis 132 The Annals of Applied Statistics 124 Statistics and Computing 101 Journal of the American Statistical Association 95 Biometrics 85 Electronic Journal of Statistics 67 Journal of Statistical Computation and Simulation 67 Journal of Applied Statistics 58 Journal of Statistical Planning and Inference 58 Statistical Science 57 Journal of Agricultural, Biological, and Environmental Statistics 50 Statistical Modelling 49 Computational Statistics 48 Journal of Multivariate Analysis 47 Statistics & Probability Letters 40 The Annals of Statistics 40 Communications in Statistics. Theory and Methods 35 Psychometrika 35 Journal of Econometrics 31 Brazilian Journal of Probability and Statistics 29 Biometrical Journal 27 Test 27 SIAM/ASA Journal on Uncertainty Quantification 26 Journal of Mathematical Psychology 25 Communications in Statistics. Simulation and Computation 23 Bernoulli 21 Journal of Computational Physics 21 European Journal of Operational Research 21 Journal of Machine Learning Research (JMLR) 20 Scandinavian Journal of Statistics 20 Sankhyā. Series A 19 Statistical Methods and Applications 18 The Canadian Journal of Statistics 18 Advances in Data Analysis and Classification. ADAC 17 International Journal of Approximate Reasoning 16 Machine Learning 15 Statistical Papers 14 Statistical Applications in Genetics and Molecular Biology 14 Statistical Methodology 14 Statistical Analysis and Data Mining 13 Annals of the Institute of Statistical Mathematics 13 Biostatistics 12 Australian & New Zealand Journal of Statistics 12 Journal of Statistical Theory and Practice 11 Computer Methods in Applied Mechanics and Engineering 11 Mathematical Biosciences 11 AStA. Advances in Statistical Analysis 10 Journal of Computational and Applied Mathematics 10 Lifetime Data Analysis 10 Sankhyā. Series B 9 Inverse Problems 9 Metron 9 Insurance Mathematics & Economics 9 Applied Mathematical Modelling 9 SIAM Journal on Scientific Computing 8 Journal of Time Series Analysis 8 Statistics 8 Applied Stochastic Models in Business and Industry 8 Journal of the Korean Statistical Society 8 Statistics Surveys 8 Journal of Probability and Statistics 8 Journal of Theoretical Biology 8 Journal of Statistical Distributions and Applications 7 Neural Computation 7 Pattern Recognition 6 Entropy 5 Journal of Economic Dynamics & Control 5 Journal of Computational Neuroscience 5 Journal of Nonparametric Statistics 5 Quantitative Finance 5 Mathematical Biosciences and Engineering 4 Applied Mathematics and Computation 4 Journal of Applied Probability 4 Theoretical Population Biology 4 Economics Letters 4 Data Mining and Knowledge Discovery 4 ASTIN Bulletin 4 Cogent Mathematics 3 Artificial Intelligence 3 Journal of the Franklin Institute 3 Journal of Mathematical Biology 3 Mathematical Methods in the Applied Sciences 3 Physica A 3 Bulletin of Mathematical Biology 3 Automatica 3 Information Sciences 3 Mathematics and Computers in Simulation 3 Statistica Neerlandica 3 Journal of Classification 3 Acta Mathematicae Applicatae Sinica. English Series 3 Neural Networks 3 SIAM Review 3 Stochastic Processes and their Applications 3 Mathematical Problems in Engineering 3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 3 Chaos 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Communications in Nonlinear Science and Numerical Simulation 3 Journal of Systems Science and Complexity ...and 137 more Journals all top 5 Cited in 45 Fields 2,323 Statistics (62-XX) 443 Numerical analysis (65-XX) 294 Probability theory and stochastic processes (60-XX) 205 Biology and other natural sciences (92-XX) 126 Computer science (68-XX) 120 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 44 Operations research, mathematical programming (90-XX) 43 Geophysics (86-XX) 25 Information and communication theory, circuits (94-XX) 23 Partial differential equations (35-XX) 21 Combinatorics (05-XX) 21 Systems theory; control (93-XX) 14 Dynamical systems and ergodic theory (37-XX) 11 Linear and multilinear algebra; matrix theory (15-XX) 10 History and biography (01-XX) 10 Harmonic analysis on Euclidean spaces (42-XX) 9 Functional analysis (46-XX) 7 Mechanics of deformable solids (74-XX) 7 Astronomy and astrophysics (85-XX) 6 Ordinary differential equations (34-XX) 6 Statistical mechanics, structure of matter (82-XX) 5 Operator theory (47-XX) 5 Differential geometry (53-XX) 5 Quantum theory (81-XX) 4 General and overarching topics; collections (00-XX) 4 Special functions (33-XX) 4 Fluid mechanics (76-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Relativity and gravitational theory (83-XX) 2 Mathematical logic and foundations (03-XX) 2 Number theory (11-XX) 2 Algebraic geometry (14-XX) 2 Measure and integration (28-XX) 2 Difference and functional equations (39-XX) 2 Integral equations (45-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Mechanics of particles and systems (70-XX) 2 Optics, electromagnetic theory (78-XX) 2 Classical thermodynamics, heat transfer (80-XX) 1 Commutative algebra (13-XX) 1 Group theory and generalizations (20-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Approximations and expansions (41-XX) 1 Mathematics education (97-XX) Citations by Year