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Dunson, David Brian

Author ID: dunson.david-b Recent zbMATH articles by "Dunson, David Brian"
Published as: Dunson, David B.; Dunson, David; Dunson, D. B.
Homepage: https://www2.stat.duke.edu/~dunson/
External Links: MGP · Wikidata · Google Scholar · ResearchGate · dblp · GND · IdRef
all top 5

Co-Authors

16 single-authored
17 Herring, Amy H.
16 Carin, Lawrence
12 Bhattacharya, Anirban
12 Pati, Debdeep
11 Lin, Lizhen
7 Durante, Daniele
7 Johndrow, James E.
7 Rodríguez, Abel
6 Canale, Antonio
6 Pillai, Natesh S.
5 Rigon, Tommaso
5 Srivastava, Sanvesh
4 Armagan, Artin
4 Baird, Donna D.
4 Bhattacharya, Abhishek
4 Chen, Zhen
4 Guhaniyogi, Rajarshi
4 Li, Cheng
4 Paisley, John William
4 Scarpa, Bruno
4 Zhang, Zhengwu
3 Aliverti, Emanuele
3 Cai, Bo
3 Chen, Minhua
3 Duan, Leo L.
3 Gelfand, Alan Enoch
3 Hoff, Peter D.
3 Kunihama, Tsuyoshi
3 Li, Didong
3 Lucas, Joseph Edward
3 Mukhopadhyay, Minerva
3 Neelon, Brian H.
3 Nishimura, Akihiko
3 O’Brien, Sean M.
3 Ovaskainen, Otso
3 Park, Juhyun
3 Pennell, Michael L.
3 Ren, Lu
3 Roy, Arkaprava
3 Russo, Massimiliano
3 Strawn, Nate
3 Taylor, Jack A.
3 Tokdar, Surya T.
3 Wang, Chunping
3 Wang, Lianming
3 Weinberg, Clarice R.
3 Wheeler, Matthew W.
3 Yang, Yun
2 Bigelow, Jamie L.
2 Chen, Cathy W. S.
2 Cheung, Pokman
2 Chung, Yeonseung
2 Daubechies, Ingrid
2 Dinse, Gregg E.
2 Engelhardt, Barbara E.
2 Ferrari, Federico
2 Ginsburg, Geoffrey S.
2 Gunn, Laura H.
2 Hannah, Lauren A.
2 Jauch, Michael
2 Kundu, Suprateek
2 Lee, Jaeyong
2 Legramanti, Sirio
2 Liu, Fei
2 Lock, Eric F.
2 Lu, Jianfeng
2 Lum, Kristian
2 MacLehose, Richard F.
2 Olshan, Andrew F.
2 Paganin, Sally
2 Papadogeorgou, Georgia
2 Peddada, Shyamal D.
2 Perreault, Sally D.
2 Qamar, Shaan
2 Rao, Vinayak A.
2 Reich, Brian James
2 Salazar, Esther
2 Siega-Riz, Anna Maria
2 Stanford, Joseph B.
2 van den Boom, Willem
2 Wade, Sara
2 Wang, Lu
2 Woods, Christopher W.
2 Wu, Hau-Tieng
2 Wu, Nan
2 Xing, Zhengming
2 Yang, Hongxia
2 Yang, Mingan
2 Young, Alexander L.
2 Zaas, Aimee K.
2 Zhou, Jing
2 Zhu, Bin
1 Antoniano-Villalobos, Isadora
1 Arbes, Samuel J. jun.
1 Avalos-Pacheco, Alejandra
1 Bajwa, Waheed Uz Zaman
1 Baker, Brent A.
1 Banerjee, Anjishnu
1 Bello, Carolina
1 Beraha, Mario
...and 146 more Co-Authors
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Serials

44 Journal of the American Statistical Association
38 Biometrics
33 Biometrika
18 Journal of Machine Learning Research (JMLR)
11 The Annals of Applied Statistics
10 Bayesian Analysis
7 Statistica Sinica
7 Biostatistics
5 Statistics & Probability Letters
5 IEEE Transactions on Signal Processing
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
4 The Annals of Statistics
3 Annals of the Institute of Statistical Mathematics
3 Computational Statistics and Data Analysis
2 Journal of Multivariate Analysis
2 Statistical Science
2 Applied and Computational Harmonic Analysis
2 Lifetime Data Analysis
2 Bernoulli
2 Statistics and Its Interface
2 Journal of Computational and Graphical Statistics
2 Information and Inference
1 Journal of Mathematical Biology
1 Psychometrika
1 Biometrical Journal
1 International Statistical Review
1 Journal of Statistical Planning and Inference
1 Operations Research
1 Neural Networks
1 Stochastic Processes and their Applications
1 SIAM Journal on Optimization
1 SIAM Journal on Scientific Computing
1 Journal of Nonparametric Statistics
1 Mathematical Population Studies
1 Journal of the Royal Statistical Society. Series C. Applied Statistics
1 Journal of Applied Statistics
1 IEEE Transactions on Image Processing
1 Lecture Notes in Statistics
1 Electronic Journal of Statistics
1 SIAM Journal on Imaging Sciences
1 Sankhyā. Series B
1 Statistics and Computing
1 Chapman & Hall/CRC Texts in Statistical Science Series
1 SIAM Journal on Mathematics of Data Science

Publications by Year

Citations contained in zbMATH Open

202 Publications have been cited 3,331 times in 2,227 Documents Cited by Year
Bayesian data analysis. 3rd revised and updated ed. Zbl 1279.62004
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari, Akti; Rubin, Donald B.
569
2014
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
121
2015
Sparse Bayesian infinite factor models. Zbl 1215.62025
Bhattacharya, A.; Dunson, D. B.
88
2011
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
83
2013
Kernel stick-breaking processes. Zbl 1437.62448
Dunson, David B.; Park, Ju-Hyun
83
2008
Random effects selection in linear mixed models. Zbl 1214.62027
Chen, Zhen; Dunson, David B.
83
2003
Bayesian spatial quantile regression. Zbl 1396.62263
Reich, Brian J.; Fuentes, Montserrat; Dunson, David B.
75
2011
Nonparametric Bayes conditional distribution modeling with variable selection. Zbl 1205.62039
Chung, Yeonseung; Dunson, David B.
69
2009
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
68
2007
The nested Dirichlet process. Zbl 1205.62062
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
63
2008
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
58
2011
Fixed and random effects selection in linear and logistic models. Zbl 1147.62022
Kinney, Satkartar K.; Dunson, David B.
46
2007
Nonparametric Bayes modeling of multivariate categorical data. Zbl 1388.62151
Dunson, David B.; Xing, Chuanhua
44
2009
Bayesian isotonic regression and trend analysis. Zbl 1125.62023
Neelon, Brian; Dunson, David B.
42
2004
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
40
2014
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
39
2018
Bayesian multivariate logistic regression. Zbl 1274.62375
O’Brien, Sean M.; Dunson, David B.
38
2004
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
36
2013
Dynamic latent trait models for multidimensional longitudinal data. Zbl 1040.62100
Dunson, David B.
36
2003
Approximate Bayesian inference for quantiles. Zbl 1061.62051
Dunson, David B.; Taylor, Jack A.
35
2005
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
33
2014
Bayesian kernel mixtures for counts. Zbl 1233.62041
Canale, Antonio; Dunson, David B.
31
2011
A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes. Zbl 1210.62023
Dunson, David B.; Chen, Zhen; Harry, Jean
31
2003
Multivariate convex regression with adaptive partitioning. Zbl 1318.62225
Hannah, Lauren A.; Dunson, David B.
30
2013
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
30
2019
Bayesian variable selection in quantile regression. Zbl 1327.62135
Chen, Cathy W. S.; Dunson, David B.; Reed, Craig; Yu, Keming
29
2013
Nonparametric Bayes dynamic modelling of relational data. Zbl 1306.62075
Durante, Daniele; Dunson, David B.
29
2014
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
28
2013
Bayesian dynamic modeling of latent trait distributions. Zbl 1170.62375
Dunson, David B.
28
2006
Bayesian models for multivariate current status data with informative censoring. Zbl 1209.62031
Dunson, David B.; Dinse, Gregg E.
26
2002
Bayesian covariance selection in generalized linear mixed models. Zbl 1097.62016
Cai, Bo; Dunson, David B.
25
2006
Robust and scalable Bayes via a median of subset posterior measures. Zbl 1442.62056
Minsker, Stanislav; Srivastava, Sanvesh; Lin, Lizhen; Dunson, David B.
25
2017
Bayesian latent variable models for mixed discrete outcomes. Zbl 1069.62094
Dunson, David B.; Herring, Amy H.
24
2005
Bayesian generalized product partition model. Zbl 1507.62242
Park, Ju-Hyun; Dunson, David B.
24
2010
Bayesian inference on order-constrained parameters in generalized linear models. Zbl 1210.62097
Dunson, David B.; Neelon, Brian
24
2003
Bayesian nonparametric functional data analysis through density estimation. Zbl 1163.62027
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
24
2009
Bayesian manifold regression. Zbl 1341.62196
Yang, Yun; Dunson, David B.
24
2016
Bayesian semiparametric structural equation models with latent variables. Zbl 1208.62048
Yang, Mingan; Dunson, David B.
22
2010
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
21
2019
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
21
2013
Bayesian selection and clustering of polymorphisms in functionally related genes. Zbl 1469.62367
Dunson, David B.; Herring, Amy H.; Engel, Stephanie M.
21
2008
Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. Zbl 1373.62334
Zhou, Mingyuan; Chen, Haojun; Paisley, John; Ren, Lu; Li, Lingbo; Xing, Zhengming; Dunson, David; Sapiro, Guillermo; Carin, Lawrence
21
2012
Nonparametric Bayesian density estimation on manifolds with applications to planar shapes. Zbl 1204.62053
Bhattacharya, Abhishek; Dunson, David B.
21
2010
Bayesian tensor regression. Zbl 1440.62253
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B.
21
2017
Semiparametric Bayes hierarchical models with mean and variance constraints. Zbl 1284.62187
Yang, Mingan; Dunson, David B.; Baird, Donna
21
2010
Anisotropic function estimation using multi-bandwidth Gaussian processes. Zbl 1360.62168
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David
20
2014
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
20
2019
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
20
2018
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
19
2015
Bayesian semiparametric isotonic regression for count data. Zbl 1117.62322
Dunson, David B.
19
2005
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
19
2013
Bayesian latent factor regression for functional and longitudinal data. Zbl 1258.62030
Montagna, Silvia; Tokdar, Surya T.; Neelon, Brian; Dunson, David B.
18
2012
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
18
2017
Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: algorithm and performance bounds. Zbl 1392.94139
Chen, Minhua; Silva, Jorge; Paisley, John; Wang, Chunping; Dunson, David; Carin, Lawrence
18
2010
Bayesian geostatistical modelling with informative sampling locations. Zbl 1214.62029
Pati, D.; Reich, B. J.; Dunson, D. B.
17
2011
Bivariate binomial spatial modeling of Loa loa prevalence in tropical Africa. With comments and rejoinder. Zbl 1469.86015
Crainiceanu, Ciprian M.; Diggle, Peter J.; Rowlingson, Barry
17
2008
Logistic stick-breaking process. Zbl 1280.62079
Ren, Lu; Du, Lan; Carin, Lawrence; Dunson, David
17
2011
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
17
2014
Bayesian semiparametric joint models for functional predictors. Zbl 1388.62181
Bigelow, Jamie L.; Dunson, David B.
16
2009
The matrix stick-breaking process. Flexible Bayes meta-analysis. Zbl 1471.62502
Dunson, David B.; Xue, Ya; Carin, Lawrence
15
2008
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
15
2015
Nonparametric Bayes classification and hypothesis testing on manifolds. Zbl 1281.62033
Bhattacharya, Abhishek; Dunson, David
15
2012
Bayesian semiparametric dynamic frailty models for multiple event time data. Zbl 1116.62127
Pennell, Michael L.; Dunson, David B.
14
2006
The local Dirichlet process. Zbl 1432.62083
Chung, Yeonseung; Dunson, David B.
14
2011
Simplex factor models for multivariate unordered categorical data. Zbl 1263.62097
Bhattacharya, Anirban; Dunson, David B.
14
2012
Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods. Zbl 1441.62079
Nishimura, Akihiko; Dunson, David B.; Lu, Jianfeng
14
2020
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
13
2015
Latent stick-breaking processes. Zbl 1392.60050
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
13
2010
Multitask compressive sensing. Zbl 1391.94258
Ji, Shihao; Dunson, David; Carin, Lawrence
13
2009
Bayesian graphical models for multivariate functional data. Zbl 1436.62722
Zhu, Hongxiao; Strawn, Nate; Dunson, David B.
13
2016
Random effect and latent variable model selection. Zbl 1145.62003
13
2008
Bayesian nonparametric inference on stochastic ordering. Zbl 1437.62449
Dunson, David B.; Peddada, Shyamal D.
12
2008
Nonparametric Bayes local partition models for random effects. Zbl 1163.62084
Dunson, David B.
12
2009
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
12
2014
Spectral convergence of graph Laplacian and heat kernel reconstruction in \(L^\infty\) from random samples. Zbl 1472.62178
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
11
2021
Statistics in the big data era: failures of the machine. Zbl 1489.62411
Dunson, David B.
11
2018
Bayesian multivariate isotonic regression splines. Zbl 1333.62267
Cai, Bo; Dunson, David B.
11
2007
Semiparametric Bayes proportional odds models for current status data with underreporting. Zbl 1226.62131
Wang, Lianming; Dunson, David B.
11
2011
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
10
2019
Bayesian cumulative shrinkage for infinite factorizations. Zbl 1451.62068
Legramanti, Sirio; Durante, Daniele; Dunson, David B.
10
2020
A transformation approach for incorporating monotone or unimodal constraints. Zbl 1071.62101
Gunn, Laura H.; Dunson, David B.
10
2005
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies. Zbl 1303.62040
Rodriguez, Abel; Dunson, David B.
10
2014
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
10
2017
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
10
2019
The Hastings algorithm at fifty. Zbl 1435.62042
Dunson, D. B.; Johndrow, J. E.
9
2020
Bayesian inferences on predictors of conception probabilities. Zbl 1077.62106
Dunson, David B.; Stanford, Joseph B.
9
2005
Modeling tumor onset and multiplicity using transition models with latent variables. Zbl 1059.62642
Dunson, D. B.; Haseman, J. K.
9
1999
Latent factor models for density estimation. Zbl 1334.62051
Kundu, S.; Dunson, D. B.
9
2014
Bayesian latent variable models for median regression on multiple outcomes. Zbl 1210.62024
Dunson, David B.; Watson, M.; Taylor, Jack A.
9
2003
Factor analytic models of clustered multivariate data with informative censoring. Zbl 1209.62144
Dunson, David B.; Perreault, Sally D.
9
2001
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
9
2019
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
8
2019
Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds. Zbl 1254.62038
Bhattacharya, Abhishek; Dunson, David B.
8
2012
Fitting semiparametric random effects models to large data sets. Zbl 1267.62109
Pennell, Michael L.; Dunson, David B.
7
2007
Bayesian hierarchical functional data analysis via contaminated informative priors. Zbl 1172.62059
Scarpa, Bruno; Dunson, David B.
7
2009
Bayesian nonparametric regression with varying residual density. Zbl 1281.62102
Pati, Debdeep; Dunson, David B.
7
2014
Expandable factor analysis. Zbl 07072233
Srivastava, Sanvesh; Engelhardt, Barbara E.; Dunson, David B.
7
2017
Nonparametric Bayes modeling with sample survey weights. Zbl 1384.62031
Kunihama, T.; Herring, A. H.; Halpern, C. T.; Dunson, D. B.
7
2016
Bayesian adaptive regression splines for hierarchical data. Zbl 1147.62089
Bigelow, Jamie L.; Dunson, David B.
7
2007
Locally adaptive dynamic networks. Zbl 1454.62495
Durante, Daniele; Dunson, David B.
7
2016
Graph based Gaussian processes on restricted domains. Zbl 07593417
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
5
2022
Gaussian process subspace prediction for model reduction. Zbl 1492.60090
Zhang, Ruda; Mak, Simon; Dunson, David
2
2022
Extended stochastic block models with application to criminal networks. Zbl 1498.62323
Legramanti, Sirio; Rigon, Tommaso; Durante, Daniele; Dunson, David B.
2
2022
Exponential-wrapped distributions on symmetric spaces. Zbl 1517.62101
Chevallier, Emmanuel; Li, Didong; Lu, Yulong; Dunson, David
1
2022
Generalized infinite factorization models. Zbl 07582654
Schiavon, L.; Canale, A.; Dunson, D. B.
1
2022
Spatial multivariate trees for big data Bayesian regression. Zbl 07625170
Peruzzi, Michele; Dunson, David B.
1
2022
Spectral convergence of graph Laplacian and heat kernel reconstruction in \(L^\infty\) from random samples. Zbl 1472.62178
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
11
2021
Monte Carlo simulation on the Stiefel manifold via polar expansion. Zbl 07499906
Jauch, Michael; Hoff, Peter D.; Dunson, David B.
3
2021
Bayesian factor analysis for inference on interactions. Zbl 1510.62135
Ferrari, Federico; Dunson, David B.
3
2021
Perturbed factor analysis: accounting for group differences in exposure profiles. Zbl 1478.62342
Roy, Arkaprava; Lavine, Isaac; Herring, Amy H.; Dunson, David B.
2
2021
Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109
Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B.
2
2021
Bayesian joint modeling of chemical structure and dose response curves. Zbl 1478.62337
Moran, Kelly R.; Dunson, David; Wheeler, Matthew W.; Herring, Amy H.
1
2021
Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation. Zbl 07458254
van den Boom, W.; Reeves, G.; Dunson, D. B.
1
2021
Bayesian distance clustering. Zbl 07626739
Duan, Leo L.; Dunson, David B.
1
2021
Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods. Zbl 1441.62079
Nishimura, Akihiko; Dunson, David B.; Lu, Jianfeng
14
2020
Bayesian cumulative shrinkage for infinite factorizations. Zbl 1451.62068
Legramanti, Sirio; Durante, Daniele; Dunson, David B.
10
2020
The Hastings algorithm at fifty. Zbl 1435.62042
Dunson, D. B.; Johndrow, J. E.
9
2020
Efficient posterior sampling for high-dimensional imbalanced logistic regression. Zbl 1457.62221
Sen, Deborshee; Sachs, Matthias; Lu, Jianfeng; Dunson, David B.
5
2020
Random orthogonal matrices and the Cayley transform. Zbl 1466.60010
Jauch, Michael; Hoff, Peter D.; Dunson, David B.
4
2020
Targeted random projection for prediction from high-dimensional features. Zbl 1453.62515
Mukhopadhyay, Minerva; Dunson, David B.
4
2020
Bayesian constraint relaxation. Zbl 1435.62382
Duan, Leo L.; Young, Alexander L.; Nishimura, Akihiko; Dunson, David B.
3
2020
Recycling intermediate steps to improve Hamiltonian Monte Carlo. Zbl 1480.62060
Nishimura, Akihiko; Dunson, David
3
2020
Identifying main effects and interactions among exposures using Gaussian processes. Zbl 1498.62212
Ferrari, Federico; Dunson, David B.
2
2020
Nonparametric graphical model for counts. Zbl 1531.62036
Roy, Arkaprava; Dunson, David B.
2
2020
Estimating densities with non-linear support by using Fisher-Gaussian kernels. Zbl 07554791
Mukhopadhyay, Minerva; Li, Didong; Dunson, David B.
1
2020
Comparing and weighting imperfect models using D-probabilities. Zbl 1441.62078
Li, Meng; Dunson, David B.
1
2020
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
30
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
21
2019
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
20
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
10
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
10
2019
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
9
2019
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
8
2019
Symmetric bilinear regression for signal subgraph estimation. Zbl 1458.62157
Wang, Lu; Zhang, Zhengwu; Dunson, David
5
2019
Nonparametric Bayes models of fiber curves connecting brain regions. Zbl 1428.62485
Zhang, Zhengwu; Descoteaux, Maxime; Dunson, David B.
4
2019
On posterior consistency of tail index for Bayesian kernel mixture models. Zbl 1466.62268
Li, Cheng; Lin, Lizhen; Dunson, David B.
4
2019
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
39
2018
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
20
2018
Statistics in the big data era: failures of the machine. Zbl 1489.62411
Dunson, David B.
11
2018
Scaling up data augmentation MCMC via calibration. Zbl 1412.62101
Duan, Leo L.; Johndrow, James E.; Dunson, David B.
5
2018
Theoretical limits of microclustering for record linkage. Zbl 07072422
Johndrow, J. E.; Lum, K.; Dunson, D. B.
3
2018
Bayesian conditional density filtering. Zbl 07498941
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B.
2
2018
Fast moment estimation for generalized latent Dirichlet models. Zbl 1409.62119
Zhao, Shiwen; Engelhardt, Barbara E.; Mukherjee, Sayan; Dunson, David B.
1
2018
Robust and scalable Bayes via a median of subset posterior measures. Zbl 1442.62056
Minsker, Stanislav; Srivastava, Sanvesh; Lin, Lizhen; Dunson, David B.
25
2017
Bayesian tensor regression. Zbl 1440.62253
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B.
21
2017
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
18
2017
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
10
2017
Expandable factor analysis. Zbl 07072233
Srivastava, Sanvesh; Engelhardt, Barbara E.; Dunson, David B.
7
2017
Bayesian nonparametric inference on the Stiefel manifold. Zbl 1362.62071
Lin, Lizhen; Rao, Vinayak; Dunson, David
5
2017
Bayesian genome- and epigenome-wide association studies with gene level dependence. Zbl 1522.62189
Lock, Eric F.; Dunson, David B.
2
2017
Exploiting big data in logistics risk assessment via Bayesian nonparametrics. Zbl 1382.90016
Shang, Yan; Dunson, David; Song, Jing-Sheng
2
2017
Bayesian local extremum splines. Zbl 07072337
Wheeler, M. W.; Dunson, D. B.; Herring, Amy H.
1
2017
Bayesian functional data modeling for heterogeneous volatility. Zbl 1384.62122
Zhu, Bin; Dunson, David B.
1
2017
Bayesian manifold regression. Zbl 1341.62196
Yang, Yun; Dunson, David B.
24
2016
Bayesian graphical models for multivariate functional data. Zbl 1436.62722
Zhu, Hongxiao; Strawn, Nate; Dunson, David B.
13
2016
Nonparametric Bayes modeling with sample survey weights. Zbl 1384.62031
Kunihama, T.; Herring, A. H.; Halpern, C. T.; Dunson, D. B.
7
2016
Locally adaptive dynamic networks. Zbl 1454.62495
Durante, Daniele; Dunson, David B.
7
2016
Bayesian inference on quasi-sparse count data. Zbl 1506.62344
Datta, Jyotishka; Dunson, David B.
6
2016
Data augmentation for models based on rejection sampling. Zbl 1499.62411
Rao, Vinayak; Lin, Lizhen; Dunson, David B.
5
2016
Sub-optimality of some continuous shrinkage priors. Zbl 1419.62050
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S.
5
2016
Nonparametric Bayes inference on conditional independence. Zbl 1452.62313
Kunihama, Tsuyoshi; Dunson, David B.
4
2016
Multiscale Bernstein polynomials for densities. Zbl 1360.62156
Canale, Antonio; Dunson, David B.
4
2016
Compressed Gaussian process for manifold regression. Zbl 1367.62121
Guhaniyogi, Rajarshi; Dunson, David B.
3
2016
Subspace segmentation by dense block and sparse representation. Zbl 1414.68078
Tang, Kewei; Dunson, David B.; Su, Zhixun; Liu, Risheng; Zhang, Jie; Dong, Jiangxin
2
2016
Nonparametric Bayes modeling for case control studies with many predictors. Zbl 1393.62118
Zhou, Jing; Herring, Amy H.; Bhattacharya, Anirban; Olshan, Andrew F.; Dunson, David B.; The National Birth Defects Prevention Study
2
2016
Removing cradle artifacts in X-ray images of paintings. Zbl 1381.94030
Yin, Rujie; Cornelis, Bruno; Fodor, Gabor; Ocon, Noelle; Dunson, David; Daubechies, Ingrid
1
2016
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
121
2015
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
19
2015
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
15
2015
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
13
2015
Bayesian multivariate mixed-scale density estimation. Zbl 1405.62037
Canale, Antonio; Dunson, David B.
7
2015
Shared kernel Bayesian screening. Zbl 1419.62104
Lock, Eric F.; Dunson, David B.
4
2015
Marginally specified priors for non-parametric Bayesian estimation. Zbl 1414.62090
Kessler, David C.; Hoff, Peter D.; Dunson, David B.
3
2015
Bayesian data analysis. 3rd revised and updated ed. Zbl 1279.62004
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari, Akti; Rubin, Donald B.
569
2014
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
40
2014
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
33
2014
Nonparametric Bayes dynamic modelling of relational data. Zbl 1306.62075
Durante, Daniele; Dunson, David B.
29
2014
Anisotropic function estimation using multi-bandwidth Gaussian processes. Zbl 1360.62168
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David
20
2014
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
17
2014
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
12
2014
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies. Zbl 1303.62040
Rodriguez, Abel; Dunson, David B.
10
2014
Latent factor models for density estimation. Zbl 1334.62051
Kundu, S.; Dunson, D. B.
9
2014
Bayesian nonparametric regression with varying residual density. Zbl 1281.62102
Pati, Debdeep; Dunson, David B.
7
2014
Bayesian dynamic financial networks with time-varying predictors. Zbl 1400.62174
Durante, Daniele; Dunson, David B.
4
2014
Bayesian multiscale modeling of closed curves in point clouds. Zbl 1368.62278
Gu, Kelvin; Pati, Debdeep; Dunson, David B.
4
2014
Enriched stick-breaking processes for functional data. Zbl 1367.62096
Scarpa, Bruno; Dunson, David B.
4
2014
Mechanistic hierarchical Gaussian processes. Zbl 1368.62068
Wheeler, Matthew W.; Dunson, David B.; Pandalai, Sudha P.; Baker, Brent A.; Herring, Amy H.
3
2014
Semiconvex regression for metamodeling-based optimization. Zbl 1297.62071
Hannah, Lauren A.; Powell, Warren B.; Dunson, David B.
2
2014
Locally adaptive factor processes for multivariate time series. Zbl 1319.62191
Durante, Daniele; Scarpa, Bruno; Dunson, David B.
2
2014
Adaptive sampling for Bayesian geospatial models. Zbl 1332.62367
Yang, Hongxia; Liu, Fei; Ji, Chunlin; Dunson, David
2
2014
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
83
2013
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
36
2013
Multivariate convex regression with adaptive partitioning. Zbl 1318.62225
Hannah, Lauren A.; Dunson, David B.
30
2013
Bayesian variable selection in quantile regression. Zbl 1327.62135
Chen, Cathy W. S.; Dunson, David B.; Reed, Craig; Yu, Keming
29
2013
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
28
2013
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
21
2013
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
19
2013
Locally adaptive Bayes nonparametric regression via nested Gaussian processes. Zbl 1283.62091
Zhu, Bin; Dunson, David B.
5
2013
Classification via Bayesian nonparametric learning of affine subspaces. Zbl 06158335
Page, Garritt; Bhattacharya, Abhishek; Dunson, David
5
2013
Bayesian modeling of temporal dependence in large sparse contingency tables. Zbl 1283.62120
Kunihama, Tsuyoshi; Dunson, David B.
4
2013
...and 102 more Documents
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Cited by 4,293 Authors

86 Dunson, David Brian
23 Ghosal, Subhashis
22 Reich, Brian James
18 Quintana, Fernando Andrés
16 Alhamzawi, Rahim
16 Müller, Peter
15 Pati, Debdeep
15 Walker, Stephen Grahm
15 Yu, Keming
14 Bhattacharya, Anirban
14 Herring, Amy H.
13 Guindani, Michele
12 Durante, Daniele
12 Ghosh, Malay
12 Lin, Lizhen
12 Tang, Niansheng
11 Canale, Antonio
11 Jara, Alejandro
11 Mena, Ramsés H.
11 Rodríguez, Abel
11 Wang, Lianming
10 Bandyopadhyay, Dipankar
10 Choi, Taeryon
10 Gelman, Andrew
10 Khare, Kshitij
10 Lee, Jaeyong
10 Leisen, Fabrizio
10 Lijoi, Antonio
10 Morris, Jeffrey S.
10 Prünster, Igor
10 Song, Xinyuan
10 Tian, Maozai
10 Tian, Yuzhu
9 Daniels, Michael J.
9 Das, Kiranmoy
9 Kottas, Athanasios
9 Lee, Kyoungjae
9 Savitsky, Terrance D.
9 Srivastava, Sanvesh
9 Vannucci, Marina
8 Bondell, Howard D.
8 Fuentes, Montserrat
8 Griffin, Jim E.
8 Guhaniyogi, Rajarshi
8 Gutiérrez, Luis Miguel
8 Hoff, Peter D.
8 Ji, Yuan
8 Kneib, Thomas
8 Lian, Heng
8 McMahan, Christopher S.
8 Page, Garritt L.
8 Reiter, Jerome P.
8 Robert, Christian P.
8 Ročková, Veronika
8 Sun, Jianguo
8 Vehtari, Aki
7 Baladandayuthapani, Veerabhadran
7 Bazán, Jorge Luis
7 De Iorio, Maria
7 Ghosh, Pulak
7 Girolami, Mark A.
7 Hanson, Timothy E.
7 Hoshino, Takahiro
7 Kowal, Daniel R.
7 Lesaffre, Emmanuel M. E. H.
7 Mallick, Bani K.
7 Mulder, Joris
7 Rigon, Tommaso
7 Roy, Arkaprava
7 Sarkar, Abhra
7 Scarpa, Bruno
7 Trippa, Lorenzo
7 Yang, Mingan
6 Banerjee, Sayantan
6 Bhadra, Anindya
6 Cai, Bo
6 Carin, Lawrence
6 Casarin, Roberto
6 Chen, Zhen
6 Fox, Jean-Paul
6 Ganjali, Mojtaba
6 Gelfand, Alan Enoch
6 Ghosh, Sujit Kumar
6 Guglielmi, Alessandra
6 Hobert, James P.
6 Ickstadt, Katja
6 Jo, Seongil
6 Jordan, Michael Irwin
6 Karabatsos, George
6 Liang, Faming
6 Linero, Antonio R.
6 Maiti, Tapabrata
6 Miller, Jeffrey W.
6 Mukherjee, Sayan
6 Nguyen, XuanLong
6 Norets, Andriy
6 Nott, David John
6 Parmigiani, Giovanni
6 Polson, Nicholas G.
6 Sinha, Debajyoti
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Cited in 233 Serials

142 The Annals of Applied Statistics
132 Computational Statistics and Data Analysis
124 Biometrics
122 Bayesian Analysis
115 Journal of the American Statistical Association
80 Statistics and Computing
62 Journal of Applied Statistics
62 Electronic Journal of Statistics
61 Journal of Computational and Graphical Statistics
49 Psychometrika
47 The Annals of Statistics
47 Journal of Machine Learning Research (JMLR)
46 Statistical Science
39 Computational Statistics
38 Communications in Statistics. Simulation and Computation
38 Journal of Statistical Computation and Simulation
34 Journal of Econometrics
34 Journal of Multivariate Analysis
33 Journal of Statistical Planning and Inference
30 Biometrical Journal
29 Journal of Agricultural, Biological, and Environmental Statistics
28 Statistics & Probability Letters
25 Communications in Statistics. Theory and Methods
22 Bernoulli
21 Scandinavian Journal of Statistics
21 Statistical Modelling
19 Journal of the Korean Statistical Society
19 Stat
18 SIAM/ASA Journal on Uncertainty Quantification
15 European Journal of Operational Research
14 The Canadian Journal of Statistics
14 Test
14 Statistica Sinica
13 The American Statistician
13 Brazilian Journal of Probability and Statistics
13 AStA. Advances in Statistical Analysis
12 International Statistical Review
12 Applied and Computational Harmonic Analysis
12 Lifetime Data Analysis
12 Journal of Statistical Theory and Practice
11 Journal of Computational Physics
11 Sankhyā. Series A
10 Journal of Mathematical Psychology
10 Journal of Nonparametric Statistics
10 Statistical Methods and Applications
10 Sankhyā. Series B
10 SIAM Journal on Mathematics of Data Science
9 International Journal of Approximate Reasoning
9 SIAM Journal on Scientific Computing
9 Statistical Methods in Medical Research
9 Advances in Data Analysis and Classification. ADAC
8 Annals of the Institute of Statistical Mathematics
8 Insurance Mathematics & Economics
8 Journal of Classification
8 Machine Learning
8 The Annals of Applied Probability
8 Australian & New Zealand Journal of Statistics
8 Statistical Applications in Genetics and Molecular Biology
7 Statistica Neerlandica
7 Statistics
7 Journal of the Royal Statistical Society. Series B. Statistical Methodology
7 Biostatistics
6 Computer Methods in Applied Mechanics and Engineering
6 Bulletin of Mathematical Biology
6 Information Sciences
6 Statistica
6 Statistical Theory and Related Fields
5 Inverse Problems
5 British Journal of Mathematical & Statistical Psychology
5 Journal of Computational and Applied Mathematics
5 Metron
5 Statistical Papers
5 SIAM Journal on Imaging Sciences
5 Statistics Surveys
5 Journal of Probability and Statistics
4 Journal of Scientific Computing
4 Neural Networks
4 Neural Computation
4 Computational Geosciences
4 Applied Stochastic Models in Business and Industry
4 Quantitative Finance
4 Environmetrics
3 Journal of Statistical Physics
3 Metrika
3 Probability Theory and Related Fields
3 Econometric Reviews
3 Pattern Recognition
3 Stochastic Processes and their Applications
3 Mathematical Programming. Series A. Series B
3 SIAM Journal on Optimization
3 INFORMS Journal on Computing
3 Data Mining and Knowledge Discovery
3 Extremes
3 Acta Mathematica Sinica. English Series
3 Methodology and Computing in Applied Probability
3 Journal of Systems Science and Complexity
3 Journal of Applied Mathematics
3 SORT. Statistics and Operations Research Transactions
3 Statistical Analysis and Data Mining
3 Journal of Business and Economic Statistics
...and 133 more Serials
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Cited in 43 Fields

2,041 Statistics (62-XX)
290 Numerical analysis (65-XX)
212 Probability theory and stochastic processes (60-XX)
132 Computer science (68-XX)
127 Biology and other natural sciences (92-XX)
115 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
57 Operations research, mathematical programming (90-XX)
30 Information and communication theory, circuits (94-XX)
22 Geophysics (86-XX)
20 Combinatorics (05-XX)
14 Linear and multilinear algebra; matrix theory (15-XX)
14 Systems theory; control (93-XX)
12 Partial differential equations (35-XX)
10 Fluid mechanics (76-XX)
9 Calculus of variations and optimal control; optimization (49-XX)
8 Statistical mechanics, structure of matter (82-XX)
7 Dynamical systems and ergodic theory (37-XX)
6 General and overarching topics; collections (00-XX)
6 History and biography (01-XX)
4 Approximations and expansions (41-XX)
4 Differential geometry (53-XX)
4 Relativity and gravitational theory (83-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Convex and discrete geometry (52-XX)
3 Mechanics of deformable solids (74-XX)
2 Mathematical logic and foundations (03-XX)
2 Algebraic geometry (14-XX)
2 Real functions (26-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Functional analysis (46-XX)
2 Operator theory (47-XX)
2 Geometry (51-XX)
2 Quantum theory (81-XX)
2 Astronomy and astrophysics (85-XX)
1 Field theory and polynomials (12-XX)
1 Ordinary differential equations (34-XX)
1 Difference and functional equations (39-XX)
1 General topology (54-XX)
1 Manifolds and cell complexes (57-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Optics, electromagnetic theory (78-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Mathematics education (97-XX)

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