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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: Indexed cover-to-cover; Published electronic only as of Vol. 1 (2006). This journal is available open access.
Documents Indexed: 724 Publications (since 2006)
References Indexed: 261 Publications with 10,561 References.
all top 5

Authors

14 Müller, Peter
12 Quintana, Fernando Andrés
10 Dunson, David Brian
10 Kadane, Joseph Born
10 West, Mike
9 Carvalho, Carlos Marinho
9 Mengersen, Kerrie L.
8 Gelfand, Alan Enoch
8 Gelman, Andrew
8 Polson, Nicholas G.
7 Berger, James Orvis
7 Carlin, Bradley P.
7 Chen, Minghui
7 Drovandi, Christopher C.
7 Ghosh, Malay
7 Griffin, Jim E.
7 Robert, Christian P. Robert
7 Rousseau, Judith
6 Clarke, Bertrand S.
6 Ghosal, Subhashis
6 Held, Leonhard
6 Jara, Alejandro
6 Jordan, Michael Irwin
6 Liseo, Brunero
6 Neal, Radford M.
6 O’Hagan, Anthony
6 Pettitt, Anthony N.
6 Rue, Håvard
6 Steel, Mark F. J.
5 Bernardo, Jose-Miguel
5 Casarin, Roberto
5 Dominici, Francesca
5 Evans, Michael John
5 Girolami, Mark A.
5 Higdon, David M.
5 Hoff, Peter D.
5 Holmes, Christopher C.
5 Kim, Sungduk
5 Leisen, Fabrizio
5 MacEachern, Steven N.
5 Mitra, Riten
5 Parmigiani, Giovanni
5 Pericchi, Luis Raul
5 Rodríguez, Abel
5 Shahbaba, Babak
5 Smith, Jim Q.
5 Tokdar, Surya T.
5 Vehtari, Aki
5 Yin, Guosheng
5 Yoo, William Weimin
4 Banerjee, Sudipto
4 Chakraborty, Sounak
4 Consonni, Guido
4 Corander, Jukka
4 Cressie, Noel A. C.
4 Czado, Claudia
4 Dahl, David B.
4 Donnet, Sophie
4 Draper, David
4 Fearnhead, Paul
4 Ferreira, Marco A. R.
4 Fienberg, Stephen Elliot
4 Fouskakis, Dimitris
4 Friel, Nial
4 Gamerman, Dani
4 George, Edward I.
4 Ghosh, Jayanta Kumar
4 Gramacy, Robert B.
4 Gruber, Lutz F.
4 Hahn, P. Richard
4 Hanson, Timothy E.
4 Kottas, Athanasios
4 Lee, Herbert K. H.
4 Lee, Juhee
4 Marin, Jean-Michel
4 Mira, Antonietta
4 Ntzoufras, Ioannis
4 Page, Garritt L.
4 Peluso, Stefano
4 Prünster, Igor
4 Reiter, Jerome P.
4 Rubio, Francisco Javier
4 Scott, James G.
4 van Dyk, David A.
4 Vannucci, Marina
4 Villa, Cristiano
4 Wand, Matthew P.
3 Al-Labadi, Luai
3 Arbel, Julyan
3 Barrientos, Andrés F.
3 Belitser, Eduard
3 Bhattacharya, Sourabh
3 Blei, David M.
3 Briol, François-Xavier
3 Buck, Caitlin E.
3 Cabras, Stefano
3 Calder, Catherine A.
3 Caron, François
3 Celeux, Gilles
3 Chakrabarti, Arijit
...and 1,143 more Authors

Publications by Year

Citations contained in zbMATH Open

494 Publications have been cited 4,292 times in 3,009 Documents Cited by Year
Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139
Gelman, Andrew
322
2006
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
165
2006
The case for objective Bayesian analysis. Zbl 1331.62042
Berger, James
90
2006
Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128
Griffin, Jim E.; Brown, Philip J.
79
2010
Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142
Holmes, Chris C.; Held, Leonhard
74
2006
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I.
71
2006
Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289
Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George
68
2010
A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291
O’Hara, R. B.; Sillanpää, M. J.
67
2009
On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148
Polson, Nicholas G.; Scott, James G.
51
2012
Nested sampling for general Bayesian computation. Zbl 1332.62374
Skilling, John
45
2006
The Bayesian elastic net. Zbl 1330.65026
Li, Qing; Lin, Nan
42
2010
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
38
2011
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
37
2016
Bayesian regularized quantile regression. Zbl 1330.62143
Li, Qing; Xi, Ruibin; Lin, Nan
34
2010
Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249
Fritsch, Arno; Ickstadt, Katja
34
2009
Checking for prior-data conflict. Zbl 1331.62030
Evans, Michael; Moshonov, Hadas
34
2006
On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067
Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A.
30
2012
Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086
Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter
30
2006
Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308
Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak
29
2013
Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041
Wang, Hao
29
2012
A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125
Browne, William J.; Draper, David
29
2006
Mean field variational Bayes for elaborate distributions. Zbl 1330.62158
Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf
27
2011
ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François
26
2009
A skew item response model. Zbl 1331.62448
Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno
26
2006
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088
Grünwald, Peter; van Ommen, Thijs
26
2017
A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007
Christen, J. Andrés; Fox, Colin
25
2010
Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132
Hoff, Peter D.
24
2011
Dynamic matrix-variate graphical models. Zbl 1331.62040
Carvalho, Carlos M.; West, Mike
24
2007
The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
24
2017
Likelihood-free estimation of model evidence. Zbl 1330.62118
Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J.
23
2011
Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005
Vernon, Ian; Goldstein, Michael; Bower, Richard G.
23
2010
Bayesian analysis for emerging infectious diseases. Zbl 1330.62395
Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O.
23
2009
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168
Wang, Bo; Titterington, D. M.
23
2006
Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132
Xu, Xiaofan; Ghosh, Malay
23
2015
Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157
Rubio, Francisco J.; Steel, Mark F. J.
22
2014
Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135
Huang, Alan; Wand, M. P.
22
2013
Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089
Carbonetto, Peter; Stephens, Matthew
22
2012
A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034
Liu, Fei; West, Mike
22
2009
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.
22
2008
Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145
Jain, Sonia; Neal, Radford M.
22
2007
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
21
2018
Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058
Sabanés Bové, Daniel; Held, Leonhard
21
2011
Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157
Ventura, Laura; Racugno, Walter
21
2011
Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042
Bottolo, Leonard; Richardson, Sylvia
21
2010
Bayesian dynamic density estimation. Zbl 1330.62180
Rodriguez, Abel; ter Horst, Enrique
21
2008
Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082
Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A.
21
2015
Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193
Kadane, Joseph B.; Tokdar, Surya T.
20
2012
Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033
Liu, F.; Bayarri, M. J.; Berger, J. O.
20
2009
How many clusters? Zbl 1330.62033
McCullagh, Peter; Yang, Jie
20
2008
Spatial dynamic factor analysis. Zbl 1330.62356
Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani
20
2008
Bayesian model assessment using pivotal quantities. Zbl 1331.62147
Johnson, Valen E.
20
2007
Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056
Mohammadi, A.; Wit, E. C.
20
2015
Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048
Gruber, Lutz; Czado, Claudia
20
2015
Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155
van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad
20
2017
On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315
Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar
19
2016
Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122
Datta, Jyotishka; Ghosh, Jayanta K.
19
2013
Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142
Salimans, Tim; Knowles, David A.
19
2013
Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150
Roos, Małgorzata; Held, Leonhard
19
2011
Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341
Kaufman, Cari G.; Sain, Stephan R.
19
2010
Subjective Bayesian analysis: principles and practice. Zbl 1331.62047
Goldstein, Michael
19
2006
Overall objective priors. Zbl 1335.62039
Berger, James O.; Bernardo, Jose M.; Sun, Dongchu
19
2015
Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197
Lum, Kristian; Gelfand, Alan E.
18
2012
Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179
Rivoirard, Vincent; Rousseau, Judith
18
2012
Beta processes, stick-breaking and power laws. Zbl 1330.62218
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim
18
2012
Can a significance test be genuinely Bayesian? Zbl 1330.62049
Pereira, Carlos A.de B.; Stern, Julio Michael; Wechsler, Sergio
18
2008
Data augmentation for support vector machines. Zbl 1330.62258
Polson, Nicholas G.; Scott, Steven L.
17
2011
Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175
Andrade, J. A. A.; O’Hagan, A.
17
2006
Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116
Delatola, Eleni-Ioanna; Griffin, Jim E.
16
2011
Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182
Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K.
16
2010
Modal clustering in a class of product partition models. Zbl 1330.62248
Dahl, David B.
16
2009
Model-based subspace clustering. Zbl 1331.62309
Hoff, Peter D.
16
2006
Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032
Marshall, E. C.; Spiegelhalter, D. J.
16
2007
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
16
2018
A new robust regression model for proportions. Zbl 1330.62272
Bayes, Cristian L.; Bazán, Jorge L.; García, Catalina
15
2012
Default priors for density estimation with mixture models. Zbl 1330.62127
Griffin, J. E.
15
2010
Hierarchical Bayesian analysis of the seemingly unrelated regression and simultaneous equations models using a combination of direct Monte Carlo and importance sampling techniques. Zbl 1330.62108
Ando, Tomohiro; Zellner, Arnold
15
2010
Particle learning for general mixtures. Zbl 1330.62348
Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A.
15
2010
Bayesian generalized method of moments. Zbl 1330.62304
Yin, Guosheng
15
2009
Objections to Bayesian statistics. Zbl 1330.62046
Gelman, Andrew
15
2008
Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115
Klein, Nadja; Kneib, Thomas
14
2016
Bayesian nonparametric inference – why and how. Zbl 1329.62171
Müller, Peter; Mitra, Riten
14
2013
Inferring climate system properties using a computer model. Zbl 1330.86029
Sansó, Bruno; Forest, Chris E.; Zantedeschi, Daniel
14
2008
Bayesian registration of functions and curves. Zbl 1357.62151
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng
13
2016
An adaptive sequential Monte Carlo sampler. Zbl 1329.62055
Fearnhead, Paul; Taylor, Benjamin M.
13
2013
Efficient MCMC for climate model parameter estimation: parallel adaptive chains and early rejection. Zbl 1330.60091
Solonen, Antti; Ollinaho, Pirkka; Laine, Marko; Haario, Heikki; Tamminen, Johanna; Järvinen, Heikki
13
2012
EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective. Zbl 1330.65023
Rydén, Tobias
13
2008
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
13
2006
Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059
Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard
13
2015
Hypothesis assessment and inequalities for Bayes factors and relative belief ratios. Zbl 1329.62115
Baskurt, Zeynep; Evans, Michael
12
2013
Feature allocations, probability functions, and paintboxes. Zbl 1329.62278
Broderick, Tamara; Pitman, Jim; Jordan, Michael I.
12
2013
Simulation-based regularized logistic regression. Zbl 1330.62301
Gramacy, Robert B.; Polson, Nicholas G.
12
2012
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.
12
2017
Spatial product partition models. Zbl 1359.62401
Page, Garritt L.; Quintana, Fernando A.
11
2016
A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376
Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A.
11
2013
Mixture modeling for marked Poisson processes. Zbl 1330.62200
Taddy, Matthew A.; Kottas, Athanasios
11
2012
Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284
Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P.
11
2012
A grade of membership model for rank data. Zbl 1330.62024
Gormley, Isobel Claire; Murphy, Thomas Brendan
11
2009
Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models. Zbl 1330.62029
Kim, Sinae; Dahl, David B.; Vannucci, Marina
11
2009
Bayesian variable selection and computation for generalized linear models with conjugate priors. Zbl 1330.62298
Chen, Ming-Hui; Huang, Lan; Ibrahim, Joseph G.; Kim, Sungduk
11
2008
Bayesian model selection based on proper scoring rules. Zbl 1335.62017
Dawid, A. Philip; Musio, Monica
11
2015
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
Predictive inference with Fleming-Viot-driven dependent Dirichlet processes. Zbl 1475.62229
Ascolani, Filippo; Lijoi, Antonio; Ruggiero, Matteo
1
2021
Adaptive approximate Bayesian computation tolerance selection. Zbl 1480.62165
Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka
1
2021
Bayesian multiple changepoint detection for stochastic models in continuous time. Zbl 1480.62078
Shaochuan, Lu
1
2021
Bayesian effect selection in structured additive distributional regression models. Zbl 1480.62058
Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga
1
2021
Particle methods for stochastic differential equation mixed effects models. Zbl 1480.62053
Botha, Imke; Kohn, Robert; Drovandi, Christopher
1
2021
Bayesian inference over the Stiefel manifold via the Givens representation. Zbl 07439107
Pourzanjani, Arya A.; Jiang, Richard M.; Mitchell, Brian; Atzberger, Paul J.; Petzold, Linda R.
1
2021
Objective Bayesian analysis for the Student-\(t\) linear regression. Zbl 1475.62206
He, Daojiang; Sun, Dongchu; He, Lei
1
2021
Infinite mixtures of infinite factor analysers. Zbl 1459.62118
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire
5
2020
High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253
Cao, Xuan; Khare, Kshitij; Ghosh, Malay
3
2020
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.
3
2020
A role for symmetry in the Bayesian solution of differential equations. Zbl 1483.65021
Wang, Junyang; Cockayne, Jon; Oates, Chris J.
3
2020
Determinantal point process mixtures via spectral density approach. Zbl 1437.62136
Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A.
2
2020
Dynamic quantile linear models: a Bayesian approach. Zbl 1459.62050
Gonçalves, Kelly C. M.; Migon, Hélio S.; Bastos, Leonardo S.
2
2020
A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133
Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène
2
2020
Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219
Guhaniyogi, Rajarshi; Rodriguez, Abel
2
2020
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
2
2020
Hierarchical species sampling models. Zbl 1459.62039
Bassetti, Federico; Casarin, Roberto; Rossini, Luca
2
2020
An explanatory rationale for priors sharpened into Occam’s razors. Zbl 1480.62009
Bickel, David R.
2
2020
Scalable Bayesian inference for the inverse temperature of a hidden Potts model. Zbl 1437.62324
Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie
1
2020
The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113
Trillos, Nicolas Garcia; Sanz-Alonso, Daniel
1
2020
Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. Zbl 1437.62303
Overstall, Antony; Mcgree, James
1
2020
Detecting structural changes in longitudinal network data. Zbl 1436.62401
Park, Jong Hee; Sohn, Yunkyu
1
2020
Bayesian inference of spatio-temporal changes of arctic sea ice. Zbl 1459.62212
Zhang, Bohai; Cressie, Noel
1
2020
Gibbs-type Indian buffet processes. Zbl 1459.60113
Heaukulani, Creighton; Roy, Daniel M.
1
2020
Consistent group selection with Bayesian high dimensional modeling. Zbl 1459.62029
Yang, Xinming; Narisetty, Naveen N.
1
2020
Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059
South, L. F.; Pettitt, A. N.; Drovandi, C. C.
6
2019
Bayesian functional linear regression with sparse step functions. Zbl 1409.62060
Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre
5
2019
Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078
Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam
5
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
5
2019
Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156
Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan
5
2019
Bayesian analysis of dynamic linear topic models. Zbl 1409.62059
Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L.
4
2019
Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173
Irie, Kaoru; West, Mike
4
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
4
2019
Bayesian effect fusion for categorical predictors. Zbl 1416.62224
Pauger, Daniela; Wagner, Helga
4
2019
Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178
Ning, Bo; Ghosal, Subhashis; Thomas, Jewell
3
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
3
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.
3
2019
Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272
Moran, Gemma E.; Ročková, Veronika; George, Edward I.
3
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
3
2019
High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066
Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca
3
2019
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. Zbl 1421.62055
Gu, Mengyang
3
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.
3
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.
2
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
2
2019
Stochastic approximations to the Pitman-Yor process. Zbl 1435.62076
Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor
2
2019
Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319
Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen
2
2019
Calibration procedures for approximate Bayesian credible sets. Zbl 07159875
Lee, Jeong Eun; Nicholls, Geoff K.; Ryder, Robin J.
2
2019
Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048
Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta
2
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
2
2019
Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317
Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera
2
2019
A Bayesian nonparametric spiked process prior for dynamic model selection. Zbl 1416.62598
Cassese, Alberto; Zhu, Weixuan; Guindani, Michele; Vannucci, Marina
2
2019
Fast model-fitting of Bayesian variable selection regression using the iterative complex factorization algorithm. Zbl 1416.62414
Zhou, Quan; Guan, Yongtao
2
2019
Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453
Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka
2
2019
Mixture modeling on related samples by \(\psi\)-stick breaking and kernel perturbation. Zbl 1409.62129
Soriano, Jacopo; Ma, Li
1
2019
Bayesian parametric bootstrap for models with intractable likelihoods. Zbl 1409.62066
Vo, Brenda N.; Drovandi, Christopher C.; Pettitt, Anthony N.
1
2019
On Bayesian oracle properties. Zbl 1409.62061
Jiang, Wenxin; Li, Cheng
1
2019
Bayesian functional forecasting with locally-autoregressive dependent processes. Zbl 1435.62348
King, Guillaume Kon Kam; Canale, Antonio; Ruggiero, Matteo
1
2019
Implicit copulas from Bayesian regularized regression smoothers. Zbl 1435.62178
Klein, Nadja; Smith, Michael Stanley
1
2019
Hierarchical normalized completely random measures for robust graphical modeling. Zbl 1435.62121
Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina
1
2019
Model criticism in latent space. Zbl 1421.62006
Seth, Sohan; Murray, Iain; Williams, Christopher K. I.
1
2019
Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. Zbl 1421.62029
Ntzoufras, Ioannis; Tarantola, Claudia; Lupparelli, Monia
1
2019
Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. Zbl 1421.62077
Neelon, Brian
1
2019
Variational message passing for elaborate response regression models. Zbl 1416.62221
McLean, M. W.; Wand, M. P.
1
2019
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
21
2018
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
16
2018
Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090
Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew
10
2018
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
9
2018
On the use of Cauchy prior distributions for Bayesian logistic regression. Zbl 1407.62276
Ghosh, Joyee; Li, Yingbo; Mitra, Robin
8
2018
Regularization and confounding in linear regression for treatment effect estimation. Zbl 06873722
Hahn, P. Richard; Carvalho, Carlos M.; Puelz, David; He, Jingyu
7
2018
Merging MCMC subposteriors through Gaussian-process approximations. Zbl 1407.62081
Nemeth, Christopher; Sherlock, Chris
6
2018
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.
6
2018
Sequential Bayesian analysis of multivariate count data. Zbl 1407.62308
Aktekin, Tevfik; Polson, Nick; Soyer, Refik
5
2018
Efficient model comparison techniques for models requiring large scale data augmentation. Zbl 1407.62085
Touloupou, Panayiota; Alzahrani, Naif; Neal, Peter; Spencer, Simon E. F.; McKinley, Trevelyan J.
5
2018
Power-expected-posterior priors for generalized linear models. Zbl 1407.62275
Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos
5
2018
Bayesian community detection. Zbl 1407.62240
van der Pas, S. L.; van der Vaart, A. W.
5
2018
A general method for robust Bayesian modeling. Zbl 1407.62088
Wang, Chong; Blei, David M.
5
2018
Optimal Bayesian minimax rates for unconstrained large covariance matrices. Zbl 1407.62043
Lee, Kyoungjae; Lee, Jaeyong
5
2018
A new Monte Carlo method for estimating marginal likelihoods. Zbl 1407.62412
Wang, Yu-Bo; Chen, Ming-Hui; Kuo, Lynn; Lewis, Paul O.
4
2018
A new regression model for bounded responses. Zbl 1407.62279
Migliorati, Sonia; Di Brisco, Agnese Maria; Ongaro, Andrea
4
2018
Improving the efficiency of fully Bayesian optimal design of experiments using randomised quasi-Monte Carlo. Zbl 06873721
Drovandi, Christopher C.; Tran, Minh-Ngoc
4
2018
Testing un-separated hypotheses by estimating a distance. Zbl 1407.62154
Salomond, Jean-Bernard
3
2018
Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Zbl 1407.62272
Zhang, Yan; Bondell, Howard D.
3
2018
The matrix-F prior for estimating and testing covariance matrices. Zbl 1407.62080
Mulder, Joris; Pericchi, Luis Raúl
3
2018
Dirichlet process mixture models for modeling and generating synthetic versions of nested categorical data. Zbl 06873723
Hu, Jingchen; Reiter, Jerome P.; Wang, Quanli
3
2018
Locally adaptive smoothing with Markov random fields and shrinkage priors. Zbl 06873725
Faulkner, James R.; Minin, Vladimir N.
3
2018
Variational Hamiltonian Monte Carlo via score matching. Zbl 06989957
Zhang, Cheng; Shahbaba, Babak; Zhao, Hongkai
2
2018
Modelling and computation using NCoRM mixtures for density regression. Zbl 1407.62134
Griffin, Jim; Leisen, Fabrizio
2
2018
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189
Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano
2
2018
Approximation of Bayesian predictive \(p\)-values with regression ABC. Zbl 06873718
Nott, David J.; Drovandi, Christopher C.; Mengersen, Kerrie; Evans, Michael
2
2018
A comparison of truncated and time-weighted Plackett-Luce models for probabilistic forecasting of Formula One results. Zbl 1407.62449
Henderson, Daniel A.; Kirrane, Liam J.
1
2018
Sampling latent states for high-dimensional non-linear state space models with the embedded HMM method. Zbl 1448.65013
Shestopaloff, Alexander Y.; Neal, Radford M.
1
2018
Sampling errors in nested sampling parameter estimation. Zbl 1407.62050
Higson, Edward; Handley, Will; Hobson, Mike; Lasenby, Anthony
1
2018
Designing simple and efficient Markov chain Monte Carlo proposal kernels. Zbl 1407.60103
Thawornwattana, Yuttapong; Dalquen, Daniel; Yang, Ziheng
1
2018
Bayesian model selection of regular vine copulas. Zbl 1407.62172
Gruber, Lutz F.; Czado, Claudia
1
2018
Sequential Monte Carlo smoothing with parameter estimation. Zbl 1407.62343
Yang, Biao; Stroud, Jonathan R.; Huerta, Gabriel
1
2018
Bayesian spatiotemporal modeling using hierarchical spatial priors, with applications to functional magnetic resonance imaging (with discussion). Zbl 1407.62072
Bezener, Martin; Hughes, John; Jones, Galin
1
2018
Bayesian spectral modeling for multivariate spatial distributions of elemental concentrations in soil. Zbl 1462.62709
Terres, Maria A.; Fuentes, Montserrat; Hesterberg, Dean; Polizzotto, Matthew
1
2018
Real-time Bayesian parameter estimation for item response models. Zbl 06873720
Weng, Ruby Chiu-Hsing; Coad, D. Stephen
1
2018
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088
Grünwald, Peter; van Ommen, Thijs
26
2017
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Cited by 5,018 Authors

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25 Nott, David John
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17 Alhamzawi, Rahim
17 Quintana, Fernando Andrés
16 Arellano-Valle, Reinaldo Boris
16 Kneib, Thomas
16 Vannucci, Marina
16 Wand, Matthew P.
15 Leisen, Fabrizio
14 Corander, Jukka
14 Rue, Håvard
14 Tran, Minh Ngoc
14 Ventura, Laura
14 Wikle, Christopher K.
13 Griffin, Jim E.
13 Müller, Peter
13 Pati, Debdeep
13 Pettitt, Anthony N.
13 Rubio, Francisco Javier
13 Yu, Keming
12 Al-Labadi, Luai
12 Evans, Michael John
12 Guindani, Michele
12 Hanson, Timothy E.
12 Kohn, Robert J.
12 Louzada, Francisco
12 Mengersen, Kerrie L.
12 Villa, Cristiano
11 Carvalho, Carlos Marinho
11 Consonni, Guido
11 Favaro, Stefano
11 Frühwirth-Schnatter, Sylvia
11 Khare, Kshitij
11 Kottas, Athanasios
11 Ntzoufras, Ioannis
11 Rodríguez, Abel
10 Azevedo, Caio Lucidius Naberezny
10 Balakrishnan, Narayanaswamy
10 Bazán, Jorge Luis
10 Castillo, Ismaël
10 Christen, J. Andrés
10 Fouskakis, Dimitris
10 Friel, Nial
10 Ghosh, Malay
10 Hoff, Peter D.
10 Lachos Dávila, Víctor Hugo
10 Lesaffre, Emmanuel M. E. H.
10 Lopes, Hedibert Freitas
10 Maleki, Mohsen
10 Mena, Ramsés H.
10 Oates, Chris J.
10 Polson, Nicholas G.
10 Reich, Brian James
10 Steel, Mark F. J.
10 Vehtari, Aki
9 Carlin, Bradley P.
9 Chen, Minghui
9 Czado, Claudia
9 Dey, Dipak Kumar
9 Girolami, Mark A.
9 Held, Leonhard
9 Herring, Amy H.
9 Lijoi, Antonio
9 Mallick, Bani K.
9 Ormerod, John T.
9 Prünster, Igor
9 Rousseau, Judith
9 Sun, Dongchu
9 West, Mike
8 Alexanderian, Alen
8 Bhadra, Anindya
8 Bhattacharya, Anirban
8 Bhattacharya, Sourabh
8 Casarin, Roberto
8 Gelman, Andrew
8 Gerlach, Richard H.
8 Han, Ming
8 Jordan, Michael Irwin
8 Klein, Nadja
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8 Lian, Heng
8 Loschi, Rosangela Helena
8 McGree, James M.
8 Murphy, Thomas Brendan
8 Murray, Jared S.
8 Ročková, Veronika
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8 Tan, Linda S. L.
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32 SIAM/ASA Journal on Uncertainty Quantification
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