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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: 828 Publications (since 2006)
References Indexed: 365 Publications with 15,331 References.
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 Ruggeri, Fabrizio
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 Dawid, Alexander Philip
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
...and 1,353 more Authors

Publications by Year

Citations contained in zbMATH Open

603 Publications have been cited 6,912 times in 4,617 Documents Cited by Year
Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139
Gelman, Andrew
446
2006
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
211
2006
Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128
Griffin, Jim E.; Brown, Philip J.
120
2010
The case for objective Bayesian analysis. Zbl 1331.62042
Berger, James
115
2006
Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289
Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George
111
2010
A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291
O’Hara, R. B.; Sillanpää, M. J.
107
2009
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I.
101
2006
Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142
Holmes, Chris C.; Held, Leonhard
94
2006
On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148
Polson, Nicholas G.; Scott, James G.
86
2012
Nested sampling for general Bayesian computation. Zbl 1332.62374
Skilling, John
73
2006
The Bayesian elastic net. Zbl 1330.65026
Li, Qing; Lin, Nan
63
2010
Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041
Wang, Hao
60
2012
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
59
2011
Bayesian regularized quantile regression. Zbl 1330.62143
Li, Qing; Xi, Ruibin; Lin, Nan
54
2010
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088
Grünwald, Peter; van Ommen, Thijs
51
2017
Checking for prior-data conflict. Zbl 1331.62030
Evans, Michael; Moshonov, Hadas
49
2006
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
47
2018
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
46
2016
Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308
Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak
45
2013
Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086
Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter
44
2006
Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132
Hoff, Peter D.
44
2011
Mean field variational Bayes for elaborate distributions. Zbl 1330.62158
Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf
43
2011
Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249
Fritsch, Arno; Ickstadt, Katja
42
2009
Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135
Huang, Alan; Wand, M. P.
42
2013
Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056
Mohammadi, A.; Wit, E. C.
42
2015
A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007
Christen, J. Andrés; Fox, Colin
41
2010
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.
41
2020
The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
40
2017
Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155
van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad
40
2017
Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089
Carbonetto, Peter; Stephens, Matthew
40
2012
On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067
Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A.
40
2012
Scaling it up: stochastic search structure learning in graphical models. Zbl 1335.62068
Wang, Hao
39
2015
Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132
Xu, Xiaofan; Ghosh, Malay
39
2015
Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033
Liu, F.; Bayarri, M. J.; Berger, J. O.
36
2009
A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125
Browne, William J.; Draper, David
36
2006
A skew item response model. Zbl 1331.62448
Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno
36
2006
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
36
2021
Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082
Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A.
35
2015
Overall objective priors. Zbl 1335.62039
Berger, James O.; Bernardo, Jose M.; Sun, Dongchu
35
2015
On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315
Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar
34
2016
A new robust regression model for proportions. Zbl 1330.62272
Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina
34
2012
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
34
2018
Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005
Vernon, Ian; Goldstein, Michael; Bower, Richard G.
32
2010
Spatial dynamic factor analysis. Zbl 1330.62356
Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani
32
2008
Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122
Datta, Jyotishka; Ghosh, Jayanta K.
31
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
31
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
30
2009
Bayesian dynamic density estimation. Zbl 1330.62180
Rodriguez, Abel; ter Horst, Enrique
30
2008
Dynamic matrix-variate graphical models. Zbl 1331.62040
Carvalho, Carlos M.; West, Mike
30
2007
Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157
Rubio, Francisco J.; Steel, Mark F. J.
29
2014
Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341
Kaufman, Cari G.; Sain, Stephan R.
29
2010
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168
Wang, Bo; Titterington, D. M.
29
2006
Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058
Sabanés Bové, Daniel; Held, Leonhard
29
2011
Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042
Bottolo, Leonard; Richardson, Sylvia
28
2010
Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145
Jain, Sonia; Neal, Radford M.
28
2007
Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197
Lum, Kristian; Gelfand, Alan E.
28
2012
Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090
Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew
28
2018
Model based clustering for three-way data structures. Zbl 1330.62262
Viroli, Cinzia
27
2011
Bayesian analysis for emerging infectious diseases. Zbl 1330.62395
Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O.
27
2009
Bayesian nonparametric inference – why and how. Zbl 1329.62171
Müller, Peter; Mitra, Riten
27
2013
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.
27
2008
Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142
Salimans, Tim; Knowles, David A.
27
2013
Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193
Kadane, Joseph B.; Tokdar, Surya T.
27
2012
A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034
Liu, Fei; West, Mike
26
2009
How many clusters? Zbl 1330.62033
McCullagh, Peter; Yang, Jie
26
2008
Subjective Bayesian analysis: principles and practice. Zbl 1331.62047
Goldstein, Michael
26
2006
Likelihood-free estimation of model evidence. Zbl 1330.62118
Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J.
26
2011
Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048
Gruber, Lutz; Czado, Claudia
26
2015
Bayesian model assessment using pivotal quantities. Zbl 1331.62147
Johnson, Valen E.
25
2007
Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175
Andrade, J. A. A.; O’Hagan, A.
25
2006
Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150
Roos, Małgorzata; Held, Leonhard
25
2011
Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157
Ventura, Laura; Racugno, Walter
24
2011
Hierarchical shrinkage priors for regression models. Zbl 1384.62225
Griffin, Jim; Brown, Phil
22
2017
Adapting the ABC distance function. Zbl 1384.62098
Prangle, Dennis
22
2017
Particle learning for general mixtures. Zbl 1330.62348
Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A.
22
2010
Can a significance test be genuinely Bayesian? Zbl 1330.62049
Pereira, Carlos A. de B.; Stern, Julio Michael; Wechsler, Sergio
22
2008
Beta processes, stick-breaking and power laws. Zbl 1330.62218
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim
22
2012
Data augmentation for support vector machines. Zbl 1330.62258
Polson, Nicholas G.; Scott, Steven L.
22
2011
Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059
Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard
22
2015
Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115
Klein, Nadja; Kneib, Thomas
21
2016
Spatial product partition models. Zbl 1359.62401
Page, Garritt L.; Quintana, Fernando A.
21
2016
Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116
Delatola, Eleni-Ioanna; Griffin, Jim E.
21
2011
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
21
2018
Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179
Rivoirard, Vincent; Rousseau, Judith
21
2012
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
21
2019
Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182
Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K.
20
2010
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.
20
2018
Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032
Marshall, E. C.; Spiegelhalter, D. J.
20
2007
Objections to Bayesian statistics. Zbl 1330.62046
Gelman, Andrew
19
2008
EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective. Zbl 1330.65023
Rydén, Tobias
19
2008
Mixture modeling for marked Poisson processes. Zbl 1330.62200
Taddy, Matthew A.; Kottas, Athanasios
19
2012
Bayesian nonparametric weighted sampling inference. Zbl 1334.62024
Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew
19
2015
Bayesian generalized method of moments. Zbl 1330.62304
Yin, Guosheng
18
2009
Model-based subspace clustering. Zbl 1331.62309
Hoff, Peter D.
18
2006
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.
17
2017
Bayesian registration of functions and curves. Zbl 1357.62151
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng
17
2016
A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376
Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A.
17
2013
An adaptive sequential Monte Carlo sampler. Zbl 1329.62055
Fearnhead, Paul; Taylor, Benjamin M.
17
2013
Bayesian nonparametric ROC regression modeling. Zbl 1329.62154
de Carvalho, Vanda Inácio; Jara, Alejandro; Hanson, Timothy E.; de Carvalho, Miguel
17
2013
Default priors for density estimation with mixture models. Zbl 1330.62127
Griffin, J. E.
17
2010
Bayesian spatial homogeneity pursuit of functional data: an application to the U.S. income distribution. Zbl 1531.62150
Hu, Guanyu; Geng, Junxian; Xue, Yishu; Sang, Huiyan
1
2023
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
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
Likelihood-free inference by ratio estimation. Zbl 07809841
Thomas, Owen; Dutta, Ritabrata; Corander, Jukka; Kaski, Samuel; Gutmann, Michael U.
2
2022
Joint Bayesian analysis of multiple response-types using the hierarchical generalized transformation model. Zbl 1531.62031
Bradley, Jonathan R.
1
2022
mBART: multidimensional monotone BART. Zbl 1531.62023
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
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
Heterogeneous large datasets integration using Bayesian factor regression. Zbl 1531.62013
Avalos-Pacheco, Alejandra; Rossell, David; Savage, Richard S.
1
2022
A Bayesian approach to modeling multivariate multilevel insurance claims in the presence of unsettled claims. Zbl 1531.62050
Côté, Marie-Pier; Genest, Christian; Stephens, David A.
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
Bayesian topological learning for classifying the structure of biological networks. Zbl 1531.62078
Maroulas, Vasileios; Micucci, Cassie Putman; Nasrin, Farzana
1
2022
Bayesian sparse spiked covariance model with a continuous matrix shrinkage prior. Zbl 1531.62037
Xie, Fangzheng; Cape, Joshua; Priebe, Carey E.; Xu, Yanxun
1
2022
Deep Gaussian processes for calibration of computer models (with discussion). Zbl 1531.62018
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
36
2021
Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229
Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo
7
2021
Dynamic variable selection with spike-and-slab process priors. Zbl 1480.62132
Rockova, Veronika; McAlinn, Kenichiro
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
Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057
Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka
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.
4
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
4
2021
Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109
Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B.
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
Robust estimation in controlled branching processes: Bayesian estimators via disparities. Zbl 07807537
González, Miguel; Minuesa, Carmen; Del Puerto, Inés; Vidyashankar, Anand N.
2
2021
Sequential Bayesian experimental design for implicit models via mutual information. Zbl 07807541
Kleinegesse, Steven; Drovandi, Christopher; Gutmann, Michael U.
2
2021
Bayesian inference, model selection and likelihood estimation using fast rejection sampling: the Conway-Maxwell-Poisson distribution. Zbl 07807546
Benson, Alan; Friel, Nial
2
2021
A Symmetric prior for multinomial probit models. Zbl 07807549
Burgette, Lane F.; Puelz, David; Hahn, P. Richard
2
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
Dynamic regression models for time-ordered functional data. Zbl 1480.62260
Kowal, Daniel R.
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
Bayesian estimation of correlation matrices of longitudinal data. Zbl 07807538
Ghosh, Riddhi Pratim; Mallick, Bani; Pourahmadi, Mohsen
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
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
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
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.
41
2020
Infinite mixtures of infinite factor analysers. Zbl 1459.62118
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire
12
2020
High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253
Cao, Xuan; Khare, Kshitij; Ghosh, Malay
9
2020
A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133
Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène
9
2020
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
9
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
The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113
Trillos, Nicolas Garcia; Sanz-Alonso, Daniel
7
2020
A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021
Wang, Junyang; Cockayne, Jon; Oates, Chris J.
7
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.
7
2020
Hierarchical species sampling models. Zbl 1459.62039
Bassetti, Federico; Casarin, Roberto; Rossini, Luca
7
2020
Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029
Yang, Xinming; Narisetty, Naveen N.
7
2020
Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050
Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S.
6
2020
An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009
Bickel, David R.
5
2020
Determinantal point process mixtures via spectral density approach. Zbl 1437.62136
Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A.
4
2020
Bayesian inference in nonparanormal graphical models. Zbl 1459.62035
Mulgrave, Jami J.; Ghosal, Subhashis
4
2020
Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219
Guhaniyogi, Rajarshi; Rodriguez, Abel
4
2020
Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212
Zhang, Bohai; Cressie, Noel
4
2020
Bayesian estimation under informative sampling with unattenuated dependence. Zbl 1437.62068
Williams, Matthew R.; Savitsky, Terrance D.
3
2020
Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior. Zbl 1437.62291
Cai, Qingpo; Kang, Jian; Yu, Tianwei
3
2020
Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. Zbl 1437.62303
Overstall, Antony; Mcgree, James
3
2020
Recycling intermediate steps to improve Hamiltonian Monte Carlo. Zbl 1480.62060
Nishimura, Akihiko; Dunson, David
3
2020
Bayesian quantile regression with mixed discrete and nonignorable missing covariates. Zbl 1459.62062
Wang, Zhi-Qiang; Tang, Nian-Sheng
3
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
3
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
On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005
Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G.
2
2020
Bayesian bootstraps for massive data. Zbl 1459.62038
Barrientos, Andrés F.; Peña, Víctor
2
2020
Function-specific mixing times and concentration away from equilibrium. Zbl 1460.60078
Rabinovich, Maxim; Ramdas, Aaditya; Jordan, Michael I.; Wainwright, Martin J.
2
2020
Gibbs-type Indian buffet processes. Zbl 1459.60113
Heaukulani, Creighton; Roy, Daniel M.
2
2020
Mixed membership stochastic blockmodels for heterogeneous networks. Zbl 1459.62095
Huang, Weihong; Liu, Yan; Chen, Yuguo
2
2020
Learning semiparametric regression with missing covariates using Gaussian process models. Zbl 1437.62137
Bishoyi, Abhishek; Wang, Xiaojing; Dey, Dipak K.
1
2020
A loss-based prior for variable selection in linear regression methods. Zbl 1459.62136
Villa, Cristiano; Lee, Jeong Eun
1
2020
Bayesian sparse multivariate regression with asymmetric nonlocal priors for microbiome data analysis. Zbl 1459.62208
Shuler, Kurtis; Sison-Mangus, Marilou; Lee, Juhee
1
2020
Bayesian bandwidth test and selection for high-dimensional banded precision matrices. Zbl 1459.62086
Lee, Kyoungjae; Lin, Lizhen
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
Intuitive joint priors for variance parameters. Zbl 1480.62046
Fuglstad, Geir-Arne; Hem, Ingeborg Gullikstad; Knight, Alexander; Rue, Håvard; Riebler, Andrea
1
2020
Flexible Bayesian dynamic modeling of correlation and covariance matrices. Zbl 1480.62100
Lan, Shiwei; Holbrook, Andrew; Elias, Gabriel A.; Fortin, Norbert J.; Ombao, Hernando; Shahbaba, Babak
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
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
21
2019
Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059
South, L. F.; Pettitt, A. N.; Drovandi, C. C.
13
2019
Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156
Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan
12
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
11
2019
Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453
Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka
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
11
2019
High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066
Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca
10
2019
Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. Zbl 1421.62077
Neelon, Brian
10
2019
Bayesian functional linear regression with sparse step functions. Zbl 1409.62060
Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre
10
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
10
2019
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Cited by 7,471 Authors

45 Dunson, David Brian
30 Drovandi, Christopher C.
29 Nott, David John
26 Walker, Stephen Grahm
25 Ghosal, Subhashis
25 Quintana, Fernando Andrés
24 Alhamzawi, Rahim
24 Vannucci, Marina
22 Rue, Håvard
22 Wikle, Christopher K.
21 Vehtari, Aki
21 Wand, Matthew P.
20 Corander, Jukka
20 Leisen, Fabrizio
20 Müller, Peter
19 Arellano-Valle, Reinaldo Boris
18 Kneib, Thomas
18 Polson, Nicholas G.
17 Al-Labadi, Luai
17 Guindani, Michele
17 Holan, Scott H.
17 Robert, Christian P.
17 Villa, Cristiano
17 Yu, Keming
16 Ghosh, Malay
16 Han, Ming
16 Held, Leonhard
16 Kottas, Athanasios
16 Lesaffre, Emmanuel M. E. H.
16 Louzada, Francisco
16 Ntzoufras, Ioannis
16 Pati, Debdeep
16 Reich, Brian James
16 Rubio, Francisco Javier
15 Bazán, Jorge Luis
15 Consonni, Guido
15 Fouskakis, Dimitris
15 Griffin, Jim E.
15 Lijoi, Antonio
15 Mena, Ramsés H.
15 Oates, Chris J.
15 Prünster, Igor
15 Smith, James Quartermaine
15 Tran, Minh Ngoc
14 Dey, Dipak Kumar
14 Favaro, Stefano
14 Frühwirth-Schnatter, Sylvia
14 Hanson, Timothy E.
14 Khare, Kshitij
14 Kohn, Robert J.
14 Lee, Kyoungjae
14 Rodríguez, Abel
14 Ventura, Laura
13 Baladandayuthapani, Veerabhadran
13 Balakrishnan, Narayanaswamy
13 Banerjee, Sudipto
13 Bhattacharya, Anirban
13 Casarin, Roberto
13 Christen, J. Andrés
13 Evans, Michael John
13 Gelman, Andrew
13 Girolami, Mark A.
13 Lachos Dávila, Víctor Hugo
13 Lopes, Hedibert Freitas
13 Loschi, Rosangela Helena
13 Mallick, Bani K.
13 Martin, Ryan
13 Pettitt, Anthony N.
13 Steel, Mark F. J.
13 Trippa, Lorenzo
13 West, Mike
12 Argiento, Raffaele
12 Azevedo, Caio Lucidius Naberezny
12 Bhadra, Anindya
12 De Iorio, Maria
12 Hoff, Peter D.
12 Hooten, Mevin B.
12 Ji, Yuan
12 Klein, Nadja
12 Lee, Jaeyong
12 Maleki, Mohsen
12 Mengersen, Kerrie L.
12 Peluso, Stefano
12 Ročková, Veronika
12 Stingo, Francesco Claudio
12 Sugasawa, Shonosuke
12 Sun, Dongchu
12 Wagenmakers, Eric-Jan
11 Carvalho, Carlos Marinho
11 Castillo, Ismaël
11 Chen, Minghui
11 Choi, Taeryon
11 Durante, Daniele
11 Friel, Nial
11 Ghattas, Omar N.
11 Jara, Alejandro
11 Jordan, Michael Irwin
11 Mulder, Joris
11 Nieto-Barajas, Luis E.
11 Richardson, Sylvia
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Cited in 321 Journals

277 Computational Statistics and Data Analysis
257 The Annals of Applied Statistics
257 Bayesian Analysis
214 Statistics and Computing
170 Journal of the American Statistical Association
164 Biometrics
133 Journal of Applied Statistics
122 Electronic Journal of Statistics
113 Journal of Statistical Computation and Simulation
111 Journal of Computational and Graphical Statistics
100 Communications in Statistics. Theory and Methods
97 Statistical Science
91 Computational Statistics
83 Communications in Statistics. Simulation and Computation
77 Journal of Agricultural, Biological, and Environmental Statistics
71 Journal of Statistical Planning and Inference
65 Biometrical Journal
62 Statistics & Probability Letters
57 The Annals of Statistics
57 Journal of Multivariate Analysis
55 Journal of Machine Learning Research (JMLR)
54 Psychometrika
51 Journal of Econometrics
51 Statistical Modelling
49 Stat
48 Test
48 Brazilian Journal of Probability and Statistics
46 SIAM/ASA Journal on Uncertainty Quantification
43 Scandinavian Journal of Statistics
41 The Canadian Journal of Statistics
41 Statistical Methods and Applications
40 International Statistical Review
38 Bernoulli
36 The American Statistician
35 Journal of Computational Physics
30 Journal of Mathematical Psychology
29 Statistical Papers
28 Computer Methods in Applied Mechanics and Engineering
27 Sankhyā. Series A
26 Australian & New Zealand Journal of Statistics
25 European Journal of Operational Research
25 Advances in Data Analysis and Classification. ADAC
24 Journal of the Korean Statistical Society
23 Machine Learning
23 Applied Stochastic Models in Business and Industry
23 Journal of Statistical Theory and Practice
22 International Journal of Approximate Reasoning
21 Journal of Time Series Analysis
21 Statistica Sinica
21 Statistical Analysis and Data Mining
19 Annals of the Institute of Statistical Mathematics
19 Environmetrics
18 SIAM Journal on Scientific Computing
18 AStA. Advances in Statistical Analysis
18 Statistical Theory and Related Fields
16 Inverse Problems
16 Statistica Neerlandica
15 Statistical Applications in Genetics and Molecular Biology
15 Sankhyā. Series B
14 Physica A
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14 Statistical Methodology
13 Mathematical Biosciences
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13 Biostatistics
13 Statistics Surveys
12 British Journal of Mathematical & Statistical Psychology
12 Applied Mathematical Modelling
12 Lifetime Data Analysis
11 Journal of Economic Dynamics & Control
11 Journal of Theoretical Biology
11 Statistics in Medicine
10 Journal of Cosmology and Astroparticle Physics
9 Metron
9 Journal of Classification
9 Journal of Probability and Statistics
8 Automatica
8 Data Mining and Knowledge Discovery
8 Journal of Statistical Distributions and Applications
7 Applied Mathematics and Computation
7 Neural Computation
7 Pattern Recognition
7 Journal of Nonparametric Statistics
7 Japanese Journal of Statistics and Data Science
6 Bulletin of Mathematical Biology
6 Statistica
6 Neural Networks
6 The Annals of Applied Probability
6 Stochastic Processes and their Applications
6 Mathematical Methods of Statistics
6 Journal of Computational Neuroscience
6 Studies in Nonlinear Dynamics and Econometrics
6 Scandinavian Actuarial Journal
6 Quantitative Finance
6 Entropy
6 Mathematical Biosciences and Engineering
6 Journal of Business and Economic Statistics
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Cited in 50 Fields

4,278 Statistics (62-XX)
594 Numerical analysis (65-XX)
468 Probability theory and stochastic processes (60-XX)
269 Biology and other natural sciences (92-XX)
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77 Operations research, mathematical programming (90-XX)
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46 Systems theory; control (93-XX)
40 Partial differential equations (35-XX)
32 Combinatorics (05-XX)
31 Information and communication theory, circuits (94-XX)
22 Dynamical systems and ergodic theory (37-XX)
21 Statistical mechanics, structure of matter (82-XX)
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12 History and biography (01-XX)
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8 General and overarching topics; collections (00-XX)
7 Calculus of variations and optimal control; optimization (49-XX)
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5 Optics, electromagnetic theory (78-XX)
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3 Mathematical logic and foundations (03-XX)
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3 Mathematics education (97-XX)
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