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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: 689 Publications (since 2006)
References Indexed: 226 Publications with 8,894 References.
all top 5

Authors

12 Müller, Peter
11 Quintana, Fernando Andrés
10 Kadane, Joseph Born
9 West, Mike
8 Carvalho, Carlos Marinho
8 Dunson, David Brian
8 Gelfand, Alan Enoch
8 Gelman, Andrew
8 Mengersen, Kerrie L.
7 Carlin, Bradley P.
7 Chen, Minghui
7 Ghosh, Malay
7 Griffin, Jim E.
7 Polson, Nicholas G.
7 Rousseau, Judith
6 Drovandi, Christopher C.
6 Jordan, Michael Irwin
6 Neal, Radford M.
6 O’Hagan, Anthony
6 Pettitt, Anthony N.
6 Robert, Christian P. Robert
5 Berger, James Orvis
5 Bernardo, Jose-Miguel
5 Clarke, Bertrand S.
5 Dominici, Francesca
5 Ghosal, Subhashis
5 Girolami, Mark A.
5 Held, Leonhard
5 Higdon, David M.
5 Hoff, Peter D.
5 Holmes, Christopher C.
5 Jara, Alejandro
5 Kim, Sungduk
5 Liseo, Brunero
5 MacEachern, Steven N.
5 Mitra, Riten
5 Parmigiani, Giovanni
5 Rodríguez, Abel Augusto
5 Smith, Jim Q.
5 Steel, Mark F. J.
5 Tokdar, Surya T.
5 Yin, Guosheng
4 Banerjee, Sudipto
4 Casarin, Roberto
4 Chakraborty, Sounak
4 Cressie, Noel A. C.
4 Czado, Claudia
4 Donnet, Sophie
4 Draper, David
4 Evans, Michael John
4 Fearnhead, Paul
4 Fienberg, Stephen Elliot
4 George, Edward I.
4 Ghosh, Jayanta Kumar
4 Gramacy, Robert B.
4 Gruber, Lutz F.
4 Hanson, Timothy E.
4 Kottas, Athanasios
4 Lee, Herbert K. H.
4 Lee, Juhee
4 Marin, Jean-Michel
4 Mira, Antonietta
4 Ntzoufras, Ioannis
4 Page, Garritt L.
4 Pericchi, Luis Raul
4 Prünster, Igor
4 Reiter, Jerome P.
4 Rue, Håvard
4 Scott, James G.
4 Shahbaba, Babak
4 van Dyk, David A.
4 Wand, Matthew P.
3 Barrientos, Andrés F.
3 Bhattacharya, Sourabh
3 Blei, David M.
3 Buck, Caitlin E.
3 Caron, François
3 Celeux, Gilles
3 Chakrabarti, Arijit
3 Chkrebtii, Oksana A.
3 Christen, J. Andrés
3 Consonni, Guido
3 Corander, Jukka
3 Dahl, David B.
3 Dawid, Alexander Philip
3 DeYoreo, Maria
3 Dobra, Adrian
3 Ferreira, Marco A. R.
3 Fouskakis, Dimitris
3 Friel, Nial
3 Gamerman, Dani
3 Gosling, John Paul
3 Guindani, Michele
3 Hahn, P. Richard
3 Higdon, Dave M.
3 Holan, Scott H.
3 Ji, Yuan
3 Kyung, Minjung
3 Lee, Jeong Eun
3 Leisen, Fabrizio
...and 975 more Authors

Publications by Year

Citations contained in zbMATH Open

467 Publications have been cited 3,744 times in 2,653 Documents Cited by Year
Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper). Zbl 1331.62139
Gelman, Andrew
297
2006
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
153
2006
The case for objective Bayesian analysis. Zbl 1331.62042
Berger, James
85
2006
Bayesian auxiliary variable models for binary and multinomial regression. Zbl 1331.62142
Holmes, Chris C.; Held, Leonhard
69
2006
Inference with normal-gamma prior distributions in regression problems. Zbl 1330.62128
Griffin, Jim E.; Brown, Philip J.
66
2010
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I.
62
2006
Penalized regression, standard errors, and Bayesian Lassos. Zbl 1330.62289
Kyung, Minjung; Gill, Jeff; Ghosh, Malay; Casella, George
56
2010
A review of Bayesian variable selection methods: what, how and which. Zbl 1330.62291
O’Hara, R. B.; Sillanpää, M. J.
56
2009
On the half-Cauchy prior for a global scale parameter. Zbl 1330.62148
Polson, Nicholas G.; Scott, James G.
43
2012
Nested sampling for general Bayesian computation. Zbl 1332.62374
Skilling, John
39
2006
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
36
2011
The Bayesian elastic net. Zbl 1330.65026
Li, Qing; Lin, Nan
34
2010
Improved criteria for clustering based on the posterior similarity matrix. Zbl 1330.62249
Fritsch, Arno; Ickstadt, Katja
34
2009
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
30
2016
Bayesian regularized quantile regression. Zbl 1330.62143
Li, Qing; Xi, Ruibin; Lin, Nan
30
2010
Conjugate analysis of the Conway-Maxwell-Poisson distribution. Zbl 1331.62086
Kadane, Joseph B.; Shmueli, Galit; Minka, Thomas P.; Borle, Sharad; Boatwright, Peter
29
2006
Checking for prior-data conflict. Zbl 1331.62030
Evans, Michael; Moshonov, Hadas
28
2006
On the support of MacEachern’s dependent Dirichlet processes and extensions. Zbl 1330.60067
Barrientos, Andrés F.; Jara, Alejandro; Quintana, Fernando A.
27
2012
A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Zbl 1331.62125
Browne, William J.; Draper, David
27
2006
Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density. Zbl 1329.62308
Sriram, Karthik; Ramamoorthi, R. V.; Ghosh, Pulak
25
2013
Bayesian graphical Lasso models and efficient posterior computation. Zbl 1330.62041
Wang, Hao
24
2012
A general purpose sampling algorithm for continuous distributions (the t-walk). Zbl 1330.62007
Christen, J. Andrés; Fox, Colin
24
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
23
2009
Dynamic matrix-variate graphical models. Zbl 1331.62040
Carvalho, Carlos M.; West, Mike
23
2007
A skew item response model. Zbl 1331.62448
Bazán, Jorge L.; Branco, Márcia D.; Bolfarine, Heleno
23
2006
Bayesian analysis for emerging infectious diseases. Zbl 1330.62395
Jewell, Chris P.; Kypraios, Theodore; Neal, Peter; Roberts, Gareth O.
22
2009
Splitting and merging components of a nonconjugate Dirichlet process mixture model. Zbl 1331.62145
Jain, Sonia; Neal, Radford M.
22
2007
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model. Zbl 1331.62168
Wang, Bo; Titterington, D. M.
22
2006
Likelihood-free estimation of model evidence. Zbl 1330.62118
Didelot, Xavier; Everitt, Richard G.; Johansen, Adam M.; Lawson, Daniel J.
21
2011
Mean field variational Bayes for elaborate distributions. Zbl 1330.62158
Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf
21
2011
A dynamic modelling strategy for Bayesian computer model emulation. Zbl 1330.65034
Liu, Fei; West, Mike
21
2009
Inference in two-piece location-scale models with Jeffreys priors. Zbl 1327.62157
Rubio, Francisco J.; Steel, Mark F. J.
20
2014
Galaxy formation: a Bayesian uncertainty analysis. Zbl 1330.85005
Vernon, Ian; Goldstein, Michael; Bower, Richard G.
20
2010
How many clusters? Zbl 1330.62033
McCullagh, Peter; Yang, Jie
20
2008
Bayesian dynamic density estimation. Zbl 1330.62180
Rodriguez, Abel; ter Horst, Enrique
20
2008
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.
20
2008
Bayesian model assessment using pivotal quantities. Zbl 1331.62147
Johnson, Valen E.
20
2007
Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135
Huang, Alan; Wand, M. P.
19
2013
Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies. Zbl 1330.62089
Carbonetto, Peter; Stephens, Matthew
19
2012
Separable covariance arrays via the Tucker product, with applications to multivariate relational data. Zbl 1330.62132
Hoff, Peter D.
19
2011
Hyper-\(g\) priors for generalized linear models. Zbl 1330.62058
Sabanés Bové, Daniel; Held, Leonhard
19
2011
Bayesian functional ANOVA modeling using Gaussian process prior distributions. Zbl 1330.62341
Kaufman, Cari G.; Sain, Stephan R.
19
2010
Evolutionary stochastic search for Bayesian model exploration. Zbl 1330.90042
Bottolo, Leonard; Richardson, Sylvia
19
2010
Spatial dynamic factor analysis. Zbl 1330.62356
Lopes, Hedibert Freitas; Salazar, Esther; Gamerman, Dani
19
2008
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it. Zbl 1384.62088
Grünwald, Peter; van Ommen, Thijs
19
2017
The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
19
2017
Posterior concentration rates for infinite dimensional exponential families. Zbl 1330.62179
Rivoirard, Vincent; Rousseau, Judith
18
2012
Sensitivity analysis in Bayesian generalized linear mixed models for binary data. Zbl 1330.62150
Roos, Małgorzata; Held, Leonhard
18
2011
Bayesian structure learning in sparse Gaussian graphical models. Zbl 1335.62056
Mohammadi, A.; Wit, E. C.
18
2015
Simultaneous linear quantile regression: a semiparametric Bayesian approach. Zbl 1330.62193
Kadane, Joseph B.; Tokdar, Surya T.
17
2012
Data augmentation for support vector machines. Zbl 1330.62258
Polson, Nicholas G.; Scott, Steven L.
17
2011
Recent advances on Bayesian inference for \(P(X < Y)\). Zbl 1330.62157
Ventura, Laura; Racugno, Walter
17
2011
Modularization in Bayesian analysis, with emphasis on analysis of computer models. Zbl 1330.65033
Liu, F.; Bayarri, M. J.; Berger, J. O.
17
2009
Can a significance test be genuinely Bayesian? Zbl 1330.62049
Pereira, Carlos A.de B.; Stern, Julio Michael; Wechsler, Sergio
17
2008
Subjective Bayesian analysis: principles and practice. Zbl 1331.62047
Goldstein, Michael
17
2006
Two-sample Bayesian nonparametric hypothesis testing. Zbl 1334.62082
Holmes, Chris C.; Caron, François; Griffin, Jim E.; Stephens, David A.
17
2015
Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155
van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad
17
2017
Spatial quantile multiple regression using the asymmetric Laplace process. Zbl 1330.62197
Lum, Kristian; Gelfand, Alan E.
16
2012
Modal clustering in a class of product partition models. Zbl 1330.62248
Dahl, David B.
16
2009
Bayesian robustness modeling using regularly varying distributions. Zbl 1331.62175
Andrade, J. A. A.; O’Hagan, A.
16
2006
Model-based subspace clustering. Zbl 1331.62309
Hoff, Peter D.
16
2006
On Bayesian A- and D-optimal experimental designs in infinite dimensions. Zbl 1359.62315
Alexanderian, Alen; Gloor, Philip J.; Ghattas, Omar
16
2016
Sequential Bayesian model selection of regular vine copulas. Zbl 1335.62048
Gruber, Lutz; Czado, Claudia
16
2015
Asymptotic properties of Bayes risk for the horseshoe prior. Zbl 1329.62122
Datta, Jyotishka; Ghosh, Jayanta K.
15
2013
Fixed-form variational posterior approximation through stochastic linear regression. Zbl 1329.62142
Salimans, Tim; Knowles, David A.
15
2013
Beta processes, stick-breaking and power laws. Zbl 1330.62218
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim
15
2012
Bayesian density regression with logistic Gaussian process and subspace projection. Zbl 1330.62182
Tokdar, Surya T.; Zhu, Yu M.; Ghosh, Jayanta K.
15
2010
Objections to Bayesian statistics. Zbl 1330.62046
Gelman, Andrew
15
2008
Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Zbl 1331.62032
Marshall, E. C.; Spiegelhalter, D. J.
15
2007
Overall objective priors. Zbl 1335.62039
Berger, James O.; Bernardo, Jose M.; Sun, Dongchu
15
2015
Bayesian variable selection and estimation for group Lasso. Zbl 1334.62132
Xu, Xiaofan; Ghosh, Malay
15
2015
Inferring climate system properties using a computer model. Zbl 1330.86029
Sansó, Bruno; Forest, Chris E.; Zantedeschi, Daniel
14
2008
Bayesian nonparametric inference – why and how. Zbl 1329.62171
Müller, Peter; Mitra, Riten
13
2013
Particle learning for general mixtures. Zbl 1330.62348
Carvalho, Carlos M.; Lopes, Hedibert F.; Polson, Nicholas G.; Taddy, Matt A.
13
2010
Bayesian generalized method of moments. Zbl 1330.62304
Yin, Guosheng
13
2009
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
Bayesian nonparametric modelling of the return distribution with stochastic volatility. Zbl 1330.62116
Delatola, Eleni-Ioanna; Griffin, Jim E.
12
2011
Default priors for density estimation with mixture models. Zbl 1330.62127
Griffin, J. E.
12
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
12
2010
Sensitivity analysis for Bayesian hierarchical models. Zbl 1335.62059
Roos, Małgorzata; Martins, Thiago G.; Held, Leonhard; Rue, Håvard
12
2015
An adaptive sequential Monte Carlo sampler. Zbl 1329.62055
Fearnhead, Paul; Taylor, Benjamin M.
11
2013
Feature allocations, probability functions, and paintboxes. Zbl 1329.62278
Broderick, Tamara; Pitman, Jim; Jordan, Michael I.
11
2013
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
Simulation-based regularized logistic regression. Zbl 1330.62301
Gramacy, Robert B.; Polson, Nicholas G.
11
2012
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
11
2012
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 registration of functions and curves. Zbl 1357.62151
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng
11
2016
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
11
2018
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.
11
2017
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
11
2018
A simple class of Bayesian nonparametric autoregression models. Zbl 1329.62376
Di Lucca, Maria Anna; Guglielmi, Alessandra; Müller, Peter; Quintana, Fernando A.
10
2013
Hypothesis assessment and inequalities for Bayes factors and relative belief ratios. Zbl 1329.62115
Baskurt, Zeynep; Evans, Michael
10
2013
Bayesian nonparametric ROC regression modeling. Zbl 1329.62154
de Carvalho, Vanda Inácio; Jara, Alejandro; Hanson, Timothy E.; de Carvalho, Miguel
10
2013
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
10
2009
A grade of membership model for rank data. Zbl 1330.62024
Gormley, Isobel Claire; Murphy, Thomas Brendan
10
2009
Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models. Zbl 1330.62029
Kim, Sinae; Dahl, David B.; Vannucci, Marina
10
2009
Spatial product partition models. Zbl 1359.62401
Page, Garritt L.; Quintana, Fernando A.
10
2016
Finite sample Bernstein-von Mises theorem for semiparametric problems. Zbl 1335.62057
Panov, Maxim; Spokoiny, Vladimir
10
2015
Scale-dependent priors for variance parameters in structured additive distributional regression. Zbl 1357.62115
Klein, Nadja; Kneib, Thomas
9
2016
High-dimensional posterior consistency for hierarchical non-local priors in regression. Zbl 1437.62253
Cao, Xuan; Khare, Kshitij; Ghosh, Malay
3
2020
Determinantal point process mixtures via spectral density approach. Zbl 1437.62136
Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A.
2
2020
Infinite mixtures of infinite factor analysers. Zbl 1459.62118
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire
2
2020
The Bayesian update: variational formulations and gradient flows. Zbl 1437.62113
Trillos, Nicolas Garcia; Sanz-Alonso, Daniel
1
2020
A new Bayesian approach to robustness against outliers in linear regression. Zbl 1459.62133
Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène
1
2020
Joint modeling of longitudinal relational data and exogenous variables. Zbl 1459.62219
Guhaniyogi, Rajarshi; Rodriguez, Abel
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
Sequential Monte Carlo samplers with independent Markov chain Monte Carlo proposals. Zbl 1421.62059
South, L. F.; Pettitt, A. N.; Drovandi, C. C.
5
2019
Bayesian functional linear regression with sparse step functions. Zbl 1409.62060
Grollemund, Paul-Marie; Abraham, Christophe; Baragatti, Meïli; Pudlo, Pierre
4
2019
Bayesian effect fusion for categorical predictors. Zbl 1416.62224
Pauger, Daniela; Wagner, Helga
4
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
3
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
3
2019
Bayesian method for causal inference in spatially-correlated multivariate time series. Zbl 1409.62178
Ning, Bo; Ghosal, Subhashis; Thomas, Jewell
3
2019
Bayesian analysis of dynamic linear topic models. Zbl 1409.62059
Glynn, Chris; Tokdar, Surya T.; Howard, Brian; Banks, David L.
3
2019
Bayesian emulation for multi-step optimization in decision problems. Zbl 1409.62173
Irie, Kaoru; West, Mike
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
Low information omnibus (LIO) priors for Dirichlet process mixture models. Zbl 1421.62078
Shi, Yushu; Martens, Michael; Banerjee, Anjishnu; Laud, Purushottam
3
2019
Constrained Bayesian optimization with noisy experiments. Zbl 1416.62156
Letham, Benjamin; Karrer, Brian; Ottoni, Guilherme; Bakshy, Eytan
3
2019
Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272
Moran, Gemma E.; Ročková, Veronika; George, Edward I.
2
2019
Stochastic approximations to the Pitman-Yor process. Zbl 1435.62076
Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor
2
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
2
2019
Semiparametric multivariate and multiple change-point modeling. Zbl 1421.62048
Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta
2
2019
High-dimensional confounding adjustment using continuous Spike and Slab priors. Zbl 1421.62066
Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca
2
2019
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. Zbl 1421.62055
Gu, Mengyang
2
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.
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
Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319
Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen
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
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
1
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.
1
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
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
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
1
2019
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
11
2018
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
11
2018
On the use of Cauchy prior distributions for Bayesian logistic regression. Zbl 1407.62276
Ghosh, Joyee; Li, Yingbo; Mitra, Robin
6
2018
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
6
2018
Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090
Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew
6
2018
Merging MCMC subposteriors through Gaussian-process approximations. Zbl 1407.62081
Nemeth, Christopher; Sherlock, Chris
5
2018
Regularization and confounding in linear regression for treatment effect estimation. Zbl 06873722
Hahn, P. Richard; Carvalho, Carlos M.; Puelz, David; He, Jingyu
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.
4
2018
Power-expected-posterior priors for generalized linear models. Zbl 1407.62275
Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos
4
2018
Optimal Bayesian minimax rates for unconstrained large covariance matrices. Zbl 1407.62043
Lee, Kyoungjae; Lee, Jaeyong
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
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.
4
2018
Sequential Bayesian analysis of multivariate count data. Zbl 1407.62308
Aktekin, Tevfik; Polson, Nick; Soyer, Refik
3
2018
Bayesian community detection. Zbl 1407.62240
van der Pas, S. L.; van der Vaart, A. W.
3
2018
Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Zbl 1407.62272
Zhang, Yan; Bondell, Howard D.
3
2018
A general method for robust Bayesian modeling. Zbl 1407.62088
Wang, Chong; Blei, David M.
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
A new Monte Carlo method for estimating marginal likelihoods. Zbl 1407.62412
Wang, Yu-Bo; Chen, Ming-Hui; Kuo, Lynn; Lewis, Paul O.
2
2018
Testing un-separated hypotheses by estimating a distance. Zbl 1407.62154
Salomond, Jean-Bernard
2
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
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
A new regression model for bounded responses. Zbl 1407.62279
Migliorati, Sonia; Di Brisco, Agnese Maria; Ongaro, Andrea
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
Approximation of Bayesian predictive \(p\)-values with regression ABC. Zbl 06873718
Nott, David J.; Drovandi, Christopher C.; Mengersen, Kerrie; Evans, Michael
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
19
2017
The horseshoe+ estimator of ultra-sparse signals. Zbl 1384.62079
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
19
2017
Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155
van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad
17
2017
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.
11
2017
Adapting the ABC distance function. Zbl 1384.62098
Prangle, Dennis
9
2017
Towards a multidimensional approach to Bayesian disease mapping. Zbl 1384.62308
Martinez-Beneito, Miguel A.; Botella-Rocamora, Paloma; Banerjee, Sudipto
7
2017
Hierarchical shrinkage priors for regression models. Zbl 1384.62225
Griffin, Jim; Brown, Phil
6
2017
Optimal robustness results for relative belief inferences and the relationship to prior-data conflict. Zbl 1384.62076
Al Labadi, Luai; Evans, Michael
6
2017
Bayesian variable selection regression of multivariate responses for group data. Zbl 1384.62259
Liquet, B.; Mengersen, K.; Pettitt, A. N.; Sutton, M.
5
2017
Dependent species sampling models for spatial density estimation. Zbl 1384.62124
Jo, Seongil; Lee, Jaeyong; Müller, Peter; Quintana, Fernando A.; Trippa, Lorenzo
4
2017
A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions. Zbl 1384.62103
Ruggeri, Fabrizio; Sawlan, Zaid; Scavino, Marco; Tempone, Raul
4
2017
Bayesian inference for diffusion-driven mixed-effects models. Zbl 1384.62109
Whitaker, Gavin A.; Golightly, Andrew; Boys, Richard J.; Sherlock, Chris
4
2017
High-dimensional Bayesian geostatistics. Zbl 1384.62315
Banerjee, Sudipto
4
2017
The scaled beta2 distribution as a robust prior for scales. Zbl 1384.62048
Pérez, María-Eglée; Pericchi, Luis Raúl; Ramírez, Isabel Cristina
4
2017
A Bayesian nonparametric approach to testing for dependence between random variables. Zbl 1384.62146
Filippi, Sarah; Holmes, Chris C.
4
2017
Approximate Bayesian inference in semiparametric copula models. Zbl 1384.62167
Grazian, Clara; Liseo, Brunero
4
2017
Bayesian endogenous Tobit quantile regression. Zbl 1384.62275
Kobayashi, Genya
3
2017
Adaptive empirical Bayesian smoothing splines. Zbl 1384.62118
Serra, Paulo; Krivobokova, Tatyana
3
2017
Latent space approaches to community detection in dynamic networks. Zbl 1384.62203
Sewell, Daniel K.; Chen, Yuguo
3
2017
Asymptotic optimality of one-group shrinkage priors in sparse high-dimensional problems. Zbl 1384.62087
Ghosh, Prasenjit; Chakrabarti, Arijit
3
2017
Bayesian inference and model assessment for spatial point patterns using posterior predictive samples. Zbl 1384.62091
Leininger, Thomas J.; Gelfand, Alan E.
2
2017
Bayesian detection of abnormal segments in multiple time series. Zbl 1384.62286
Bardwell, Lawrence; Fearnhead, Paul
2
2017
Estimating the marginal likelihood using the arithmetic mean identity. Zbl 1384.62096
Pajor, Anna
2
2017
Bayesian estimation of principal components for functional data. Zbl 1384.62189
Suarez, Adam J.; Ghosal, Subhashis
2
2017
A decision-theoretic comparison of treatments to resolve air leaks after lung surgery based on nonparametric modeling. Zbl 1384.62312
Xu, Yanxun; Thall, Peter F.; Müller, Peter; Reza, Mehran J.
2
2017
Bayesian mixture models with focused clustering for mixed ordinal and nominal data. Zbl 1384.62192
Deyoreo, Maria; Reiter, Jerome P.; Hillygus, D. Sunshine
2
2017
A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298
Le, Tri; Clarke, Bertrand
2
2017
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Cited by 4,439 Authors

28 Dunson, David Brian
22 Ghosal, Subhashis
20 Martin, Ryan R.
18 Drovandi, Christopher C.
18 Nott, David John
16 Alhamzawi, Rahim
16 Arellano-Valle, Reinaldo Boris
16 Quintana, Fernando Andrés
15 Walker, Stephen Grahm
14 Kneib, Thomas
14 Vannucci, Marina
14 Wand, Matthew P.
14 Wikle, Christopher K.
13 Griffin, Jim E.
13 Pati, Debdeep
12 Corander, Jukka
12 Guindani, Michele
12 Hanson, Timothy E.
12 Pettitt, Anthony N.
12 Rubio, Francisco Javier
12 Rue, Håvard
12 Ventura, Laura
11 Frühwirth-Schnatter, Sylvia
11 Leisen, Fabrizio
11 Louzada, Francisco
11 Mengersen, Kerrie L.
11 Rodríguez, Abel Augusto
11 Tran, Minh Ngoc
11 Yu, Keming
10 Balakrishnan, Narayanaswamy
10 Christen, J. Andrés
10 Consonni, Guido
10 Evans, Michael John
10 Favaro, Stefano
10 Kohn, Robert J.
10 Lachos Dávila, Víctor Hugo
10 Ntzoufras, Ioannis
10 Polson, Nicholas G.
9 Carlin, Bradley P.
9 Fouskakis, Dimitris
9 Ghosh, Malay
9 Girolami, Mark A.
9 Held, Leonhard
9 Kottas, Athanasios
9 Maleki, Mohsen
9 Mena, Ramsés H.
9 Müller, Peter
9 Ormerod, John T.
9 Rousseau, Judith
9 Steel, Mark F. J.
9 Villa, Cristiano
8 Al-Labadi, Luai
8 Alexanderian, Alen
8 Bhattacharya, Anirban
8 Bhattacharya, Sourabh
8 Carvalho, Carlos Marinho
8 Dey, Dipak Kumar
8 Gelman, Andrew
8 Gerlach, Richard H.
8 Herring, Amy H.
8 Khare, Kshitij
8 Lesaffre, Emmanuel M. E. H.
8 Lian, Heng
8 Lijoi, Antonio
8 Loschi, Rosangela Helena
8 Mallick, Bani K.
8 McGree, James M.
8 Oates, Chris J.
8 Prünster, Igor
8 Reich, Brian James
8 Sun, Dongchu
8 Tan, Linda S. L.
8 Vehtari, Aki
8 West, Mike
8 Zhang, Hongmei
7 Azevedo, Caio Lucidius Naberezny
7 Bassetti, Federico
7 Bazán, Jorge Luis
7 Bhadra, Anindya
7 Casarin, Roberto
7 Chen, Minghui
7 Congdon, Peter D.
7 Czado, Claudia
7 de Angelis, Daniela
7 Deardon, Rob
7 Friel, Nial
7 Gelfand, Alan Enoch
7 Hoff, Peter D.
7 Hooten, Mevin B.
7 Ibrahim, Joseph George
7 Jordan, Michael Irwin
7 Lopes, Hedibert Freitas
7 Molenberghs, Geert
7 Page, Garritt L.
7 Richardson, Sylvia
7 Rodrigues, Josemar
7 Roy, Vivekananda
7 Savitsky, Terrance D.
7 Smith, Jim Q.
7 Song, Xinyuan
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Cited in 241 Journals

222 Computational Statistics and Data Analysis
149 The Annals of Applied Statistics
139 Bayesian Analysis
124 Statistics and Computing
101 Journal of the American Statistical Association
95 Biometrics
90 Electronic Journal of Statistics
67 Statistical Science
67 Journal of Statistical Computation and Simulation
67 Journal of Applied Statistics
60 Journal of Statistical Planning and Inference
57 Journal of Agricultural, Biological, and Environmental Statistics
56 Computational Statistics
50 Statistical Modelling
48 Journal of Multivariate Analysis
47 Statistics & Probability Letters
44 Communications in Statistics. Theory and Methods
41 The Annals of Statistics
35 Psychometrika
35 Journal of Econometrics
34 Test
34 Brazilian Journal of Probability and Statistics
29 Biometrical Journal
27 SIAM/ASA Journal on Uncertainty Quantification
26 Journal of Mathematical Psychology
25 Communications in Statistics. Simulation and Computation
24 Journal of Machine Learning Research (JMLR)
23 Bernoulli
21 Journal of Computational Physics
21 European Journal of Operational Research
21 Statistical Methods and Applications
20 Scandinavian Journal of Statistics
20 Sankhyā. Series A
19 International Journal of Approximate Reasoning
19 Machine Learning
18 The Canadian Journal of Statistics
18 Advances in Data Analysis and Classification. ADAC
17 Journal of Statistical Theory and Practice
15 Computer Methods in Applied Mechanics and Engineering
15 Statistical Papers
15 Statistical Applications in Genetics and Molecular Biology
14 Statistical Methodology
14 Statistical Analysis and Data Mining
13 Mathematical Biosciences
13 Annals of the Institute of Statistical Mathematics
13 Biostatistics
12 Australian & New Zealand Journal of Statistics
11 AStA. Advances in Statistical Analysis
10 Journal of Computational and Applied Mathematics
10 Insurance Mathematics & Economics
10 Applied Mathematical Modelling
10 Lifetime Data Analysis
10 Sankhyā. Series B
9 Inverse Problems
9 Metron
9 SIAM Journal on Scientific Computing
8 Journal of Time Series Analysis
8 Statistics
8 Applied Stochastic Models in Business and Industry
8 Journal of the Korean Statistical Society
8 Statistics Surveys
8 Journal of Probability and Statistics
8 Journal of Theoretical Biology
8 Journal of Statistical Distributions and Applications
7 Journal of Economic Dynamics & Control
7 Neural Computation
7 Pattern Recognition
6 Statistica
6 Entropy
5 Applied Mathematics and Computation
5 Statistica Sinica
5 Journal of Computational Neuroscience
5 Journal of Nonparametric Statistics
5 Data Mining and Knowledge Discovery
5 Quantitative Finance
5 Mathematical Biosciences and Engineering
4 Information Sciences
4 Journal of Applied Probability
4 Theoretical Population Biology
4 Economics Letters
4 ASTIN Bulletin
4 Cogent Mathematics
3 Advances in Applied Probability
3 Artificial Intelligence
3 Journal of the Franklin Institute
3 Journal of Mathematical Biology
3 Mathematical Methods in the Applied Sciences
3 Physica A
3 Bulletin of Mathematical Biology
3 Automatica
3 Mathematics and Computers in Simulation
3 Statistica Neerlandica
3 Journal of Classification
3 Acta Mathematicae Applicatae Sinica. English Series
3 Neural Networks
3 SIAM Review
3 Stochastic Processes and their Applications
3 Mathematical Problems in Engineering
3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
3 Chaos
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Cited in 45 Fields

2,413 Statistics (62-XX)
465 Numerical analysis (65-XX)
306 Probability theory and stochastic processes (60-XX)
215 Biology and other natural sciences (92-XX)
136 Computer science (68-XX)
126 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
47 Operations research, mathematical programming (90-XX)
46 Geophysics (86-XX)
26 Information and communication theory, circuits (94-XX)
23 Partial differential equations (35-XX)
22 Combinatorics (05-XX)
21 Systems theory; control (93-XX)
14 Dynamical systems and ergodic theory (37-XX)
11 Linear and multilinear algebra; matrix theory (15-XX)
10 History and biography (01-XX)
10 Harmonic analysis on Euclidean spaces (42-XX)
9 Functional analysis (46-XX)
9 Mechanics of deformable solids (74-XX)
8 Astronomy and astrophysics (85-XX)
6 Ordinary differential equations (34-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Operator theory (47-XX)
5 Differential geometry (53-XX)
5 Fluid mechanics (76-XX)
5 Quantum theory (81-XX)
4 General and overarching topics; collections (00-XX)
4 Special functions (33-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 Relativity and gravitational theory (83-XX)
2 Mathematical logic and foundations (03-XX)
2 Number theory (11-XX)
2 Algebraic geometry (14-XX)
2 Measure and integration (28-XX)
2 Difference and functional equations (39-XX)
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2 Global analysis, analysis on manifolds (58-XX)
2 Mechanics of particles and systems (70-XX)
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2 Classical thermodynamics, heat transfer (80-XX)
1 Commutative algebra (13-XX)
1 Group theory and generalizations (20-XX)
1 Topological groups, Lie groups (22-XX)
1 Potential theory (31-XX)
1 Approximations and expansions (41-XX)
1 Mathematics education (97-XX)

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