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Bayesian Analysis

Short Title: Bayesian Anal.
Publisher: International Society for Bayesian Analysis c/o Carnegie Mellon University, Department of Statistics, Pittsburgh, PA
ISSN: 1931-6690/e
Online: http://projecteuclid.org/ba
Comments: Journal; Indexed cover-to-cover; Published electronic only as of Vol. 1 (2006). This journal is available open access.
Documents Indexed: 725 Publications (since 2006)
References Indexed: 262 Publications with 10,599 References.
all top 5

Authors

14 Müller, Peter
12 Quintana, Fernando Andrés
12 Robert, Christian P.
10 Dunson, David Brian
10 Kadane, Joseph Born
10 West, Mike
9 Carvalho, Carlos Marinho
9 Gelman, Andrew
9 Mengersen, Kerrie L.
8 Gelfand, Alan Enoch
8 Polson, Nicholas G.
7 Berger, James Orvis
7 Carlin, Bradley P.
7 Chen, Minghui
7 Drovandi, Christopher C.
7 Ghosh, Malay
7 Griffin, Jim E.
7 Rousseau, Judith
7 Smith, James Quartermaine
6 Clarke, Bertrand S.
6 Ghosal, Subhashis
6 Held, Leonhard
6 Jara, Alejandro
6 Jordan, Michael Irwin
6 Liseo, Brunero
6 Neal, Radford M.
6 O’Hagan, Anthony
6 Pettitt, Anthony N.
6 Rue, Håvard
6 Steel, Mark F. J.
6 Vehtari, Aki
5 Bernardo, Jose-Miguel
5 Casarin, Roberto
5 Dominici, Francesca
5 Evans, Michael John
5 Girolami, Mark A.
5 Higdon, David M.
5 Hoff, Peter D.
5 Holmes, Christopher C.
5 Kim, Sungduk
5 Leisen, Fabrizio
5 MacEachern, Steven N.
5 Mitra, Riten
5 Parmigiani, Giovanni
5 Pericchi, Luis Raul
5 Rodríguez, Abel
5 Shahbaba, Babak
5 Tokdar, Surya T.
5 Yin, Guosheng
5 Yoo, William Weimin
4 Banerjee, Sudipto
4 Chakraborty, Sounak
4 Consonni, Guido
4 Corander, Jukka
4 Cressie, Noel A. C.
4 Czado, Claudia
4 Dahl, David B.
4 Donnet, Sophie
4 Draper, David
4 Fearnhead, Paul
4 Ferreira, Marco A. R.
4 Fienberg, Stephen Elliot
4 Fouskakis, Dimitris
4 Friel, Nial
4 Gamerman, Dani
4 George, Edward I.
4 Ghosh, Jayanta Kumar
4 Gramacy, Robert B.
4 Gruber, Lutz F.
4 Hahn, P. Richard
4 Hanson, Timothy E.
4 Kottas, Athanasios
4 Lee, Herbert K. H.
4 Lee, Juhee
4 Marin, Jean-Michel
4 Mira, Antonietta
4 Ntzoufras, Ioannis
4 Page, Garritt L.
4 Peluso, Stefano
4 Prünster, Igor
4 Reiter, Jerome P.
4 Rubio, Francisco Javier
4 Scott, James G.
4 Simpson, Daniel Peter
4 van Dyk, David A.
4 Vannucci, Marina
4 Villa, Cristiano
4 Wand, Matthew P.
4 Wang, Hao
3 Al-Labadi, Luai
3 Arbel, Julyan
3 Barrientos, Andrés Felipe
3 Belitser, Eduard
3 Bhattacharya, Sourabh
3 Blei, David M.
3 Briol, François-Xavier
3 Buck, Caitlin E.
3 Cabras, Stefano
3 Calder, Catherine A.
3 Caron, François
...and 1,152 more Authors

Publications by Year

Citations contained in zbMATH Open

550 Publications have been cited 5,857 times in 3,976 Documents Cited by Year
Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139
Gelman, Andrew
403
2006
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
191
2006
Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128
Griffin, Jim E.; Brown, Philip J.
108
2010
The case for objective Bayesian analysis. Zbl 1331.62042
Berger, James
105
2006
Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289
Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George
94
2010
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I.
91
2006
A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291
O’Hara, R. B.; Sillanpää, M. J.
88
2009
Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142
Holmes, Chris C.; Held, Leonhard
83
2006
On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148
Polson, Nicholas G.; Scott, James G.
70
2012
Nested sampling for general Bayesian computation. Zbl 1332.62374
Skilling, John
63
2006
Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041
Wang, Hao
53
2012
The Bayesian elastic net. Zbl 1330.65026
Li, Qing; Lin, Nan
53
2010
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
48
2011
Bayesian regularized quantile regression. Zbl 1330.62143
Li, Qing; Xi, Ruibin; Lin, Nan
46
2010
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
43
2016
Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086
Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter
41
2006
Checking for prior-data conflict. Zbl 1331.62030
Evans, Michael; Moshonov, Hadas
40
2006
Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308
Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak
39
2013
Mean field variational Bayes for elaborate distributions. Zbl 1330.62158
Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf
38
2011
Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249
Fritsch, Arno; Ickstadt, Katja
38
2009
Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089
Carbonetto, Peter; Stephens, Matthew
36
2012
A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007
Christen, J. Andrés; Fox, Colin
36
2010
The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
36
2017
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
35
2018
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088
Grünwald, Peter; van Ommen, Thijs
35
2017
Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135
Huang, Alan; Wand, M. P.
34
2013
Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132
Hoff, Peter D.
34
2011
A skew item response model. Zbl 1331.62448
Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno
33
2006
On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067
Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A.
33
2012
A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125
Browne, William J.; Draper, David
32
2006
Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132
Xu, Xiaofan; Ghosh, Malay
32
2015
Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056
Mohammadi, A.; Wit, E. C.
31
2015
Overall objective priors. Zbl 1335.62039
Berger, James O.; Bernardo, Jose M.; Sun, Dongchu
30
2015
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.
30
2020
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
Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033
Liu, F.; Bayarri, M. J.; Berger, J. O.
30
2009
Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082
Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A.
29
2015
Scaling it up: stochastic search structure learning in graphical models. Zbl 1335.62068
Wang, Hao
29
2015
Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122
Datta, Jyotishka; Ghosh, Jayanta K.
29
2013
On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315
Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar
28
2016
Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005
Vernon, Ian; Goldstein, Michael; Bower, Richard G.
28
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
28
2009
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168
Wang, Bo; Titterington, D. M.
27
2006
Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058
Sabanés Bové, Daniel; Held, Leonhard
27
2011
Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042
Bottolo, Leonard; Richardson, Sylvia
27
2010
Spatial dynamic factor analysis. Zbl 1330.62356
Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani
27
2008
Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155
van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad
27
2017
Dynamic matrix-variate graphical models. Zbl 1331.62040
Carvalho, Carlos M.; West, Mike
26
2007
Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145
Jain, Sonia; Neal, Radford M.
26
2007
Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048
Gruber, Lutz; Czado, Claudia
26
2015
A new robust regression model for proportions. Zbl 1330.62272
Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina
26
2012
Bayesian dynamic density estimation. Zbl 1330.62180
Rodriguez, Abel; ter Horst, Enrique
26
2008
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
25
2018
Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193
Kadane, Joseph B.; Tokdar, Surya T.
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 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
Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157
Rubio, Francisco J.; Steel, Mark F. J.
25
2014
Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142
Salimans, Tim; Knowles, David A.
24
2013
Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197
Lum, Kristian; Gelfand, Alan E.
24
2012
Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157
Ventura, Laura; Racugno, Walter
24
2011
Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341
Kaufman, Cari G.; Sain, Stephan R.
24
2010
A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034
Liu, Fei; West, Mike
24
2009
Bayesian analysis for emerging infectious diseases. Zbl 1330.62395
Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O.
24
2009
How many clusters? Zbl 1330.62033
McCullagh, Peter; Yang, Jie
24
2008
Bayesian model assessment using pivotal quantities. Zbl 1331.62147
Johnson, Valen E.
23
2007
Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175
Andrade, J. A. A.; O’Hagan, A.
23
2006
Subjective Bayesian analysis: principles and practice. Zbl 1331.62047
Goldstein, Michael
22
2006
Beta processes, stick-breaking and power laws. Zbl 1330.62218
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim
21
2012
Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150
Roos, Małgorzata; Held, Leonhard
21
2011
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
21
2021
Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090
Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew
20
2018
Bayesian nonparametric inference – why and how. Zbl 1329.62171
Müller, Peter; Mitra, Riten
20
2013
Particle learning for general mixtures. Zbl 1330.62348
Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A.
20
2010
Can a significance test be genuinely Bayesian? Zbl 1330.62049
Pereira, Carlos A. de B.; Stern, Julio Michael; Wechsler, Sergio
20
2008
Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115
Klein, Nadja; Kneib, Thomas
19
2016
Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179
Rivoirard, Vincent; Rousseau, Judith
19
2012
Data augmentation for support vector machines. Zbl 1330.62258
Polson, Nicholas G.; Scott, Steven L.
19
2011
Model based clustering for three-way data structures. Zbl 1330.62262
Viroli, Cinzia
19
2011
Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182
Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K.
19
2010
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
19
2018
Spatial product partition models. Zbl 1359.62401
Page, Garritt L.; Quintana, Fernando A.
18
2016
Model-based subspace clustering. Zbl 1331.62309
Hoff, Peter D.
18
2006
Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059
Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard
18
2015
Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116
Delatola, Eleni-Ioanna; Griffin, Jim E.
17
2011
Bayesian generalized method of moments. Zbl 1330.62304
Yin, Guosheng
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
Hierarchical shrinkage priors for regression models. Zbl 1384.62225
Griffin, Jim; Brown, Phil
17
2017
Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032
Marshall, E. C.; Spiegelhalter, D. J.
16
2007
Mixture modeling for marked Poisson processes. Zbl 1330.62200
Taddy, Matthew A.; Kottas, Athanasios
16
2012
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
Modal clustering in a class of product partition models. Zbl 1330.62248
Dahl, David B.
16
2009
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
16
2019
Bayesian registration of functions and curves. Zbl 1357.62151
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng
15
2016
A default conjugate prior for variance components in generalized linear mixed models (Comment on article by Browne and Draper). Zbl 1331.62148
Kass, Robert E.; Natarajan, Ranjini
15
2006
Bayesian nonparametric weighted sampling inference. Zbl 1334.62024
Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew
15
2015
An adaptive sequential Monte Carlo sampler. Zbl 1329.62055
Fearnhead, Paul; Taylor, Benjamin M.
15
2013
Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models. Zbl 1330.62029
Kim, Sinae; Dahl, David B.; Vannucci, Marina
15
2009
The general projected normal distribution of arbitrary dimension: modeling and Bayesian inference. Zbl 1384.62176
Hernandez-Stumpfhauser, Daniel; Breidt, F. Jay; van der Woerd, Mark J.
15
2017
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
21
2021
Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229
Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo
6
2021
Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165
Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka
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
Particle methods for stochastic differential equation mixed effects models. Zbl 1480.62053
Botha, Imke; Kohn, Robert; Drovandi, Christopher
4
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.
3
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
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
Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057
Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka
2
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
2
2021
Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109
Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B.
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
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
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.
30
2020
Infinite mixtures of infinite factor analysers. Zbl 1459.62118
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire
11
2020
A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021
Wang, Junyang; Cockayne, Jon; Oates, Chris J.
7
2020
A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133
Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène
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
Scalable Bayesian inference for the inverse temperature of a hidden Potts model. Zbl 1437.62324
Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie
6
2020
Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050
Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S.
5
2020
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
5
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
An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009
Bickel, David R.
4
2020
Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212
Zhang, Bohai; Cressie, Noel
4
2020
Determinantal point process mixtures via spectral density approach. Zbl 1437.62136
Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A.
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
Hierarchical species sampling models. Zbl 1459.62039
Bassetti, Federico; Casarin, Roberto; Rossini, Luca
3
2020
Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029
Yang, Xinming; Narisetty, Naveen N.
3
2020
Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219
Guhaniyogi, Rajarshi; Rodriguez, Abel
2
2020
Gibbs-type Indian buffet processes. Zbl 1459.60113
Heaukulani, Creighton; Roy, Daniel M.
2
2020
Bayesian estimation under informative sampling with unattenuated dependence. Zbl 1437.62068
Williams, Matthew R.; Savitsky, Terrance D.
2
2020
Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior. Zbl 1437.62291
Cai, Qingpo; Kang, Jian; Yu, Tianwei
2
2020
Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. Zbl 1437.62303
Overstall, Antony; Mcgree, James
2
2020
Detecting structural changes in longitudinal network data. Zbl 1436.62401
Park, Jong Hee; Sohn, Yunkyu
2
2020
Adaptive Bayesian nonparametric regression using a kernel mixture of polynomials with application to partial linear models. Zbl 1437.62155
Xie, Fangzheng; Xu, Yanxun
2
2020
Intuitive joint priors for variance parameters. Zbl 1480.62046
Fuglstad, Geir-Arne; Hem, Ingeborg Gullikstad; Knight, Alexander; Rue, Håvard; Riebler, Andrea
1
2020
High dimensional single-index Bayesian modeling of brain atrophy. Zbl 1480.62223
Roy, Arkaprava; Ghosal, Subhashis; Choudhury, Kingshuk Roy
1
2020
Calibrating expert assessments using hierarchical Gaussian process models. Zbl 1475.62124
Perälä, Tommi; Vanhatalo, Jarno; Chrysafi, Anna
1
2020
On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005
Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G.
1
2020
Bayesian bootstraps for massive data. Zbl 1459.62038
Barrientos, Andrés F.; Peña, Víctor
1
2020
Function-specific mixing times and concentration away from equilibrium. Zbl 1460.60078
Rabinovich, Maxim; Ramdas, Aaditya; Jordan, Michael I.; Wainwright, Martin J.
1
2020
A loss-based prior for variable selection in linear regression methods. Zbl 1459.62136
Villa, Cristiano; Lee, Jeong Eun
1
2020
Bayesian quantile regression with mixed discrete and nonignorable missing covariates. Zbl 1459.62062
Wang, Zhi-Qiang; Tang, Nian-Sheng
1
2020
A new Bayesian single index model with or without covariates missing at random. Zbl 1459.62080
Dhara, Kumaresh; Lipsitz, Stuart; Pati, Debdeep; Sinha, Debajyoti
1
2020
Conjugate priors and posterior inference for the matrix Langevin distribution on the Stiefel manifold. Zbl 1459.62238
Pal, Subhadip; Sengupta, Subhajit; Mitra, Riten; Banerjee, Arunava
1
2020
Learning semiparametric regression with missing covariates using Gaussian process models. Zbl 1437.62137
Bishoyi, Abhishek; Wang, Xiaojing; Dey, Dipak K.
1
2020
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
16
2019
Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059
South, L. F.; Pettitt, A. N.; Drovandi, C. C.
11
2019
Beyond Whittle: nonparametric correction of a parametric likelihood with a focus on Bayesian time series analysis. Zbl 1435.62332
Kirch, Claudia; Edwards, Matthew C.; Meier, Alexander; Meyer, Renate
10
2019
Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156
Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan
10
2019
High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066
Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca
10
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
9
2019
Bayesian functional linear regression with sparse step functions. Zbl 1409.62060
Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre
8
2019
Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272
Moran, Gemma E.; Ročková, Veronika; George, Edward I.
8
2019
Hierarchical normalized completely random measures for robust graphical modeling. Zbl 1435.62121
Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina
7
2019
Bayesian effect fusion for categorical predictors. Zbl 1416.62224
Pauger, Daniela; Wagner, Helga
7
2019
Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317
Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera
7
2019
Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453
Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka
7
2019
Alleviating spatial confounding for areal data problems by displacing the geographical centroids. Zbl 1421.62064
Prates, Marcos Oliveira; Assunção, Renato Martins; Rodrigues, Erica Castilho
7
2019
Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078
Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam
7
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
7
2019
Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178
Ning, Bo; Ghosal, Subhashis; Thomas, Jewell
6
2019
Bayesian analysis of dynamic linear topic models. Zbl 1409.62059
Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L.
6
2019
Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048
Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta
6
2019
Filtering and estimation for a class of stochastic volatility models with intractable likelihoods. Zbl 1409.62184
Vankov, Emilian R.; Guindani, Michele; Ensor, Katherine B.
5
2019
Joining and splitting models with Markov melding. Zbl 1409.62153
Goudie, Robert J. B.; Presanis, Anne M.; Lunn, David; De Angelis, Daniela; Wernisch, Lorenz
5
2019
Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173
Irie, Kaoru; West, Mike
5
2019
Post-processing posteriors over precision matrices to produce sparse graph estimates. Zbl 1435.62103
Bashir, Amir; Carvalho, Carlos M.; Hahn, P. Richard; Jones, M. Beatrix
5
2019
Stochastic approximations to the Pitman-Yor process. Zbl 1435.62076
Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor
5
2019
Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319
Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen
5
2019
Dynamic Bayesian influenza forecasting in the United States with hierarchical discrepancy (with discussion). Zbl 1416.62612
Osthus, Dave; Gattiker, James; Priedhorsky, Reid; Del Valle, Sara Y.
5
2019
A Bayesian nonparametric spiked process prior for dynamic model selection. Zbl 1416.62598
Cassese, Alberto; Zhu, Weixuan; Guindani, Michele; Vannucci, Marina
5
2019
Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. Zbl 1421.62077
Neelon, Brian
5
2019
Objective Bayesian analysis for Gaussian hierarchical models with intrinsic conditional autoregressive priors. Zbl 1409.62187
Keefe, Matthew J.; Ferreira, Marco A. R.; Franck, Christopher T.
4
2019
Variational message passing for elaborate response regression models. Zbl 1416.62221
McLean, M. W.; Wand, M. P.
4
2019
A Bayesian nonparametric multiple testing procedure for comparing several treatments against a control. Zbl 1421.62046
Gutiérrez, Luis; Barrientos, Andrés F.; González, Jorge; Taylor-Rodríguez, Daniel
4
2019
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. Zbl 1421.62055
Gu, Mengyang
4
2019
On Bayesian oracle properties. Zbl 1409.62061
Jiang, Wenxin; Li, Cheng
3
2019
Implicit copulas from Bayesian regularized regression smoothers. Zbl 1435.62178
Klein, Nadja; Smith, Michael Stanley
3
2019
Fast model-fitting of Bayesian variable selection regression using the iterative complex factorization algorithm. Zbl 1416.62414
Zhou, Quan; Guan, Yongtao
3
2019
Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. Zbl 1421.62029
Ntzoufras, Ioannis; Tarantola, Claudia; Lupparelli, Monia
3
2019
Bayesian parametric bootstrap for models with intractable likelihoods. Zbl 1409.62066
Vo, Brenda N.; Drovandi, Christopher C.; Pettitt, Anthony N.
2
2019
Bayesian functional forecasting with locally-autoregressive dependent processes. Zbl 1435.62348
King, Guillaume Kon Kam; Canale, Antonio; Ruggiero, Matteo
2
2019
Calibration procedures for approximate Bayesian credible sets. Zbl 07159875
Lee, Jeong Eun; Nicholls, Geoff K.; Ryder, Robin J.
2
2019
Modeling population structure under hierarchical Dirichlet processes. Zbl 1416.62601
Elliott, Lloyd T.; De Iorio, Maria; Favaro, Stefano; Adhikari, Kaustubh; Teh, Yee Whye
2
2019
A Bayesian approach to statistical shape analysis via the projected normal distribution. Zbl 1416.62371
Gutiérrez, Luis; Gutiérrez-Peña, Eduardo; Mena, Ramsés H.
2
2019
Bayes factor testing of multiple intraclass correlations. Zbl 1416.62353
Mulder, Joris; Fox, Jean-Paul
2
2019
Mixture modeling on related samples by \(\psi\)-stick breaking and kernel perturbation. Zbl 1409.62129
Soriano, Jacopo; Ma, Li
1
2019
On the geometry of Bayesian inference. Zbl 1435.62106
de Carvalho, Miguel; Page, Garritt L.; Barney, Bradley J.
1
2019
Estimating the use of public lands: integrated modeling of open populations with convolution likelihood ecological abundance regression. Zbl 1435.62326
Gruber, Lutz F.; Stuber, Erica F.; Wszola, Lyndsie S.; Fontaine, Joseph J.
1
2019
Analysis of the maximal a posteriori partition in the Gaussian Dirichlet process mixture model. Zbl 1416.62354
Rajkowski, Łukasz
1
2019
Model criticism in latent space. Zbl 1421.62006
Seth, Sohan; Murray, Iain; Williams, Christopher K. I.
1
2019
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
35
2018
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
25
2018
Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090
Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew
20
2018
...and 450 more Documents
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Cited by 6,536 Authors

43 Dunson, David Brian
26 Nott, David John
25 Ghosal, Subhashis
24 Alhamzawi, Rahim
24 Drovandi, Christopher C.
24 Walker, Stephen Grahm
23 Martin, Ryan
22 Quintana, Fernando Andrés
22 Vannucci, Marina
19 Leisen, Fabrizio
19 Wand, Matthew P.
18 Arellano-Valle, Reinaldo Boris
17 Corander, Jukka
17 Kneib, Thomas
16 Al-Labadi, Luai
16 Han, Ming
16 Rue, Håvard
16 Wikle, Christopher K.
15 Bazán, Jorge Luis
15 Griffin, Jim E.
15 Guindani, Michele
15 Louzada, Francisco
15 Müller, Peter
15 Tran, Minh Ngoc
15 Vehtari, Aki
14 Consonni, Guido
14 Kohn, Robert J.
14 Lesaffre, Emmanuel M. E. H.
14 Ntzoufras, Ioannis
14 Reich, Brian James
14 Rubio, Francisco Javier
14 Smith, James Quartermaine
14 Ventura, Laura
14 Villa, Cristiano
14 Yu, Keming
13 Fouskakis, Dimitris
13 Frühwirth-Schnatter, Sylvia
13 Ghosh, Malay
13 Hanson, Timothy E.
13 Khare, Kshitij
13 Mena, Ramsés H.
13 Oates, Chris J.
13 Pettitt, Anthony N.
13 Polson, Nicholas G.
12 Banerjee, Sudipto
12 Christen, J. Andrés
12 Dey, Dipak Kumar
12 Evans, Michael John
12 Girolami, Mark A.
12 Held, Leonhard
12 Hooten, Mevin B.
12 Kottas, Athanasios
12 Lopes, Hedibert Freitas
12 Mengersen, Kerrie L.
12 Pati, Debdeep
12 Robert, Christian P.
12 Rodríguez, Abel
12 Steel, Mark F. J.
12 Sun, Dongchu
11 Azevedo, Caio Lucidius Naberezny
11 Balakrishnan, Narayanaswamy
11 Carvalho, Carlos Marinho
11 Castillo, Ismaël
11 Durante, Daniele
11 Favaro, Stefano
11 Friel, Nial
11 Gelman, Andrew
11 Hoff, Peter D.
11 Holan, Scott H.
11 Klein, Nadja
11 Lachos Dávila, Víctor Hugo
11 Lee, Jaeyong
11 Lee, Kyoungjae
11 Lijoi, Antonio
11 Loschi, Rosangela Helena
11 Maleki, Mohsen
11 Prünster, Igor
11 Ročková, Veronika
10 Arbel, Julyan
10 Argiento, Raffaele
10 Baladandayuthapani, Veerabhadran
10 Bhadra, Anindya
10 Casarin, Roberto
10 Chen, Minghui
10 Czado, Claudia
10 Ormerod, John T.
10 Trippa, Lorenzo
10 West, Mike
9 Bhattacharya, Anirban
9 Canale, Antonio
9 Carlin, Bradley P.
9 Choi, Taeryon
9 Herring, Amy H.
9 Jara, Alejandro
9 Jordan, Michael Irwin
9 Mallick, Bani K.
9 Morris, Jeffrey S.
9 Mulder, Joris
9 Murphy, Thomas Brendan
9 Murray, Jared S.
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Cited in 296 Journals

255 Computational Statistics and Data Analysis
213 The Annals of Applied Statistics
193 Statistics and Computing
179 Bayesian Analysis
156 Journal of the American Statistical Association
139 Biometrics
122 Journal of Applied Statistics
113 Electronic Journal of Statistics
108 Journal of Statistical Computation and Simulation
101 Journal of Computational and Graphical Statistics
92 Communications in Statistics. Theory and Methods
85 Computational Statistics
84 Statistical Science
80 Communications in Statistics. Simulation and Computation
75 Journal of Agricultural, Biological, and Environmental Statistics
70 Journal of Statistical Planning and Inference
59 Statistics & Probability Letters
57 Journal of Multivariate Analysis
55 The Annals of Statistics
52 Psychometrika
51 Statistical Modelling
50 Journal of Econometrics
45 Journal of Machine Learning Research (JMLR)
42 Brazilian Journal of Probability and Statistics
41 SIAM/ASA Journal on Uncertainty Quantification
40 Test
40 Statistical Methods and Applications
39 Biometrical Journal
37 Bernoulli
32 The American Statistician
32 International Statistical Review
31 Journal of Computational Physics
30 Journal of Mathematical Psychology
29 The Canadian Journal of Statistics
25 European Journal of Operational Research
25 Australian & New Zealand Journal of Statistics
25 Sankhyā. Series A
24 Computer Methods in Applied Mechanics and Engineering
23 Scandinavian Journal of Statistics
23 Machine Learning
23 Journal of the Korean Statistical Society
23 Advances in Data Analysis and Classification. ADAC
23 Journal of Statistical Theory and Practice
22 International Journal of Approximate Reasoning
22 Statistical Papers
18 Annals of the Institute of Statistical Mathematics
18 Statistica Sinica
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16 AStA. Advances in Statistical Analysis
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14 Physica A
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14 Statistica Neerlandica
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13 Inverse Problems
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12 Insurance Mathematics & Economics
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12 Lifetime Data Analysis
11 Statistics Surveys
10 Journal of Economic Dynamics & Control
10 Journal of Theoretical Biology
9 Information Sciences
9 Metron
9 Journal of Classification
9 Journal of Probability and Statistics
8 Automatica
8 Applied Stochastic Models in Business and Industry
8 Journal of Statistical Distributions and Applications
7 Applied Mathematics and Computation
7 Neural Computation
7 Pattern Recognition
7 Data Mining and Knowledge Discovery
6 Statistica
6 Journal of Nonparametric Statistics
6 Quantitative Finance
6 Entropy
6 Journal of Cosmology and Astroparticle Physics
6 Mathematical Biosciences and Engineering
6 Environmetrics
5 Neural Networks
5 Economics Letters
5 Stochastic Processes and their Applications
5 Journal of Computational Neuroscience
5 Scandinavian Actuarial Journal
5 ASTIN Bulletin
5 Japanese Journal of Statistics and Data Science
4 Artificial Intelligence
4 Journal of the Franklin Institute
4 Bulletin of Mathematical Biology
4 British Journal of Mathematical & Statistical Psychology
4 Journal of Applied Probability
4 Synthese
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Cited in 46 Fields

3,670 Statistics (62-XX)
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414 Probability theory and stochastic processes (60-XX)
253 Biology and other natural sciences (92-XX)
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