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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
16 Carin, Lawrence
16 Herring, Amy H.
12 Pati, Debdeep
11 Bhattacharya, Anirban
11 Lin, Lizhen
7 Durante, Daniele
7 Johndrow, James E.
7 Rodríguez, Abel
6 Canale, Antonio
6 Pillai, Natesh S.
5 Rigon, Tommaso
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 Srivastava, Sanvesh
4 Strawn, Nate
4 Zhang, Zhengwu
3 Aliverti, Emanuele
3 Cai, Bo
3 Chen, Minhua
3 Daubechies, Ingrid Chantal
3 Duan, Leo L.
3 Gelfand, Alan Enoch
3 Hannah, Lauren A.
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 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 Cornelis, Bruno
2 Dinse, Gregg E.
2 Engelhardt, Barbara E.
2 Ferrari, Federico
2 Ginsburg, Geoffrey S.
2 Gunn, Laura H.
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 Minsker, Stanislav
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 Absil, Pierre-Antoine
1 Anthoine, Sandrine
1 Antoniano-Villalobos, Isadora
1 Arbes, Samuel J. jun.
1 Avalos-Pacheco, Alejandra
1 Bajwa, Waheed Uz Zaman
...and 205 more Co-Authors
all top 5

Serials

44 Journal of the American Statistical Association
38 Biometrics
33 Biometrika
18 Journal of Machine Learning Research (JMLR)
10 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 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 Statistical Science
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

200 Publications have been cited 3,069 times in 2,042 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.
493
2014
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
113
2015
Sparse Bayesian infinite factor models. Zbl 1215.62025
Bhattacharya, A.; Dunson, D. B.
80
2011
Kernel stick-breaking processes. Zbl 1437.62448
Dunson, David B.; Park, Ju-Hyun
79
2008
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
79
2013
Random effects selection in linear mixed models. Zbl 1214.62027
Chen, Zhen; Dunson, David B.
77
2003
Bayesian spatial quantile regression. Zbl 1396.62263
Reich, Brian J.; Fuentes, Montserrat; Dunson, David B.
73
2011
Nonparametric Bayes conditional distribution modeling with variable selection. Zbl 1205.62039
Chung, Yeonseung; Dunson, David B.
64
2009
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
63
2007
The nested Dirichlet process. Zbl 1205.62062
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
58
2008
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
53
2011
Fixed and random effects selection in linear and logistic models. Zbl 1147.62022
Kinney, Satkartar K.; Dunson, David B.
46
2007
Bayesian isotonic regression and trend analysis. Zbl 1125.62023
Neelon, Brian; Dunson, David B.
41
2004
Nonparametric Bayes modeling of multivariate categorical data. Zbl 1388.62151
Dunson, David B.; Xing, Chuanhua
41
2009
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
38
2014
Bayesian multivariate logistic regression. Zbl 1274.62375
O’Brien, Sean M.; Dunson, David B.
36
2004
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.
34
2005
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
34
2018
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
33
2013
A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes. Zbl 1210.62023
Dunson, David B.; Chen, Zhen; Harry, Jean
30
2003
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
30
2014
Multivariate convex regression with adaptive partitioning. Zbl 1318.62225
Hannah, Lauren A.; Dunson, David B.
30
2013
Bayesian kernel mixtures for counts. Zbl 1233.62041
Canale, Antonio; Dunson, David B.
29
2011
Nonparametric Bayes dynamic modelling of relational data. Zbl 1306.62075
Durante, Daniele; Dunson, David B.
29
2014
Bayesian variable selection in quantile regression. Zbl 1327.62135
Chen, Cathy W. S.; Dunson, David B.; Reed, Craig; Yu, Keming
28
2013
Bayesian dynamic modeling of latent trait distributions. Zbl 1170.62375
Dunson, David B.
27
2006
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
27
2013
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
26
2019
Bayesian models for multivariate current status data with informative censoring. Zbl 1209.62031
Dunson, David B.; Dinse, Gregg E.
25
2002
Bayesian covariance selection in generalized linear mixed models. Zbl 1097.62016
Cai, Bo; Dunson, David B.
25
2006
Bayesian inference on order-constrained parameters in generalized linear models. Zbl 1210.62097
Dunson, David B.; Neelon, Brian
24
2003
Bayesian latent variable models for mixed discrete outcomes. Zbl 1069.62094
Dunson, David B.; Herring, Amy H.
24
2005
Bayesian manifold regression. Zbl 1341.62196
Yang, Yun; Dunson, David B.
24
2016
Robust and scalable Bayes via a median of subset posterior measures. Zbl 1442.62056
Minsker, Stanislav; Srivastava, Sanvesh; Lin, Lizhen; Dunson, David B.
23
2017
Bayesian generalized product partition model. Zbl 1507.62242
Park, Ju-Hyun; Dunson, David B.
23
2010
Bayesian semiparametric structural equation models with latent variables. Zbl 1208.62048
Yang, Mingan; Dunson, David B.
22
2010
Bayesian nonparametric functional data analysis through density estimation. Zbl 1163.62027
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
21
2009
Semiparametric Bayes hierarchical models with mean and variance constraints. Zbl 1284.62187
Yang, Mingan; Dunson, David B.; Baird, Donna
21
2010
Bayesian selection and clustering of polymorphisms in functionally related genes. Zbl 1469.62367
Dunson, David B.; Herring, Amy H.; Engel, Stephanie M.
20
2008
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
20
2018
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
20
2012
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
20
2019
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
20
2013
Nonparametric Bayesian density estimation on manifolds with applications to planar shapes. Zbl 1204.62053
Bhattacharya, Abhishek; Dunson, David B.
19
2010
Bayesian semiparametric isotonic regression for count data. Zbl 1117.62322
Dunson, David B.
18
2005
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
18
2015
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
18
2019
Anisotropic function estimation using multi-bandwidth Gaussian processes. Zbl 1360.62168
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David
18
2014
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 tensor regression. Zbl 1440.62253
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B.
17
2017
Bayesian latent factor regression for functional and longitudinal data. Zbl 1258.62030
Montagna, Silvia; Tokdar, Surya T.; Neelon, Brian; Dunson, David B.
17
2012
Bayesian geostatistical modelling with informative sampling locations. Zbl 1214.62029
Pati, D.; Reich, B. J.; Dunson, D. B.
16
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
16
2008
Bayesian semiparametric joint models for functional predictors. Zbl 1388.62181
Bigelow, Jamie L.; Dunson, David B.
16
2009
Logistic stick-breaking process. Zbl 1280.62079
Ren, Lu; Du, Lan; Carin, Lawrence; Dunson, David
16
2011
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
16
2013
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
15
2014
Nonparametric Bayes classification and hypothesis testing on manifolds. Zbl 1281.62033
Bhattacharya, Abhishek; Dunson, David
14
2012
The matrix stick-breaking process. Flexible Bayes meta-analysis. Zbl 1471.62502
Dunson, David B.; Xue, Ya; Carin, Lawrence
14
2008
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
14
2015
Bayesian semiparametric dynamic frailty models for multiple event time data. Zbl 1116.62127
Pennell, Michael L.; Dunson, David B.
13
2006
The local Dirichlet process. Zbl 1432.62083
Chung, Yeonseung; Dunson, David B.
13
2011
Latent stick-breaking processes. Zbl 1392.60050
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
13
2010
Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods. Zbl 1441.62079
Nishimura, Akihiko; Dunson, David B.; Lu, Jianfeng
13
2020
Simplex factor models for multivariate unordered categorical data. Zbl 1263.62097
Bhattacharya, Anirban; Dunson, David B.
13
2012
Nonparametric Bayes local partition models for random effects. Zbl 1163.62084
Dunson, David B.
12
2009
Multitask compressive sensing. Zbl 1391.94258
Ji, Shihao; Dunson, David; Carin, Lawrence
12
2009
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
12
2017
Bayesian nonparametric inference on stochastic ordering. Zbl 1437.62449
Dunson, David B.; Peddada, Shyamal D.
11
2008
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
11
2015
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
11
2014
A transformation approach for incorporating monotone or unimodal constraints. Zbl 1071.62101
Gunn, Laura H.; Dunson, David B.
10
2005
Semiparametric Bayes proportional odds models for current status data with underreporting. Zbl 1226.62131
Wang, Lianming; Dunson, David B.
10
2011
Bayesian multivariate isotonic regression splines. Zbl 1333.62267
Cai, Bo; Dunson, David B.
10
2007
Bayesian graphical models for multivariate functional data. Zbl 1436.62722
Zhu, Hongxiao; Strawn, Nate; Dunson, David B.
10
2016
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies. Zbl 1303.62040
Rodriguez, Abel; Dunson, David B.
10
2014
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
10
2019
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
10
2021
Statistics in the big data era: failures of the machine. Zbl 1489.62411
Dunson, David B.
10
2018
Factor analytic models of clustered multivariate data with informative censoring. Zbl 1209.62144
Dunson, David B.; Perreault, Sally D.
9
2001
Bayesian latent variable models for median regression on multiple outcomes. Zbl 1210.62024
Dunson, David B.; Watson, M.; Taylor, Jack A.
9
2003
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
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
9
2017
Bayesian cumulative shrinkage for infinite factorizations. Zbl 1451.62068
Legramanti, Sirio; Durante, Daniele; Dunson, David B.
9
2020
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
8
2019
Bayesian nonparametric regression with varying residual density. Zbl 1281.62102
Pati, Debdeep; Dunson, David B.
8
2014
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
8
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
8
2019
Bayesian hierarchical functional data analysis via contaminated informative priors. Zbl 1172.62059
Scarpa, Bruno; Dunson, David B.
7
2009
Bayesian adaptive regression splines for hierarchical data. Zbl 1147.62089
Bigelow, Jamie L.; Dunson, David B.
7
2007
Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds. Zbl 1254.62038
Bhattacharya, Abhishek; Dunson, David B.
7
2012
Random effect and latent variable model selection. Zbl 1145.62003
6
2008
Bayesian modeling of the level and duration of fertility in the menstrual cycle. Zbl 1209.62279
Dunson, David B.
6
2001
Models for papilloma multiplicity and regression: applications to transgenic mouse studies. Zbl 0974.62099
Dunson, D. B.
6
2000
Bayesian multivariate mixed-scale density estimation. Zbl 1405.62037
Canale, Antonio; Dunson, David B.
6
2015
Bayesian modeling of markers of day-specific fertility. Zbl 1047.62105
Dunson, David B.; Colombo, Bernardo
6
2003
Bayesian inferences on umbrella orderings. Zbl 1087.62123
Hans, Chris; Dunson, David B.
6
2005
Graph based Gaussian processes on restricted domains. Zbl 07593417
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
3
2022
Gaussian process subspace prediction for model reduction. Zbl 1492.60090
Zhang, Ruda; Mak, Simon; Dunson, David
2
2022
Spatial multivariate trees for big data Bayesian regression. Zbl 07625170
Peruzzi, Michele; Dunson, David B.
1
2022
Generalized infinite factorization models. Zbl 07582654
Schiavon, L.; Canale, A.; Dunson, D. B.
1
2022
Extended stochastic block models with application to criminal networks. Zbl 1498.62323
Legramanti, Sirio; Rigon, Tommaso; Durante, Daniele; 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
10
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
13
2020
Bayesian cumulative shrinkage for infinite factorizations. Zbl 1451.62068
Legramanti, Sirio; Durante, Daniele; Dunson, David B.
9
2020
The Hastings algorithm at fifty. Zbl 1435.62042
Dunson, D. B.; Johndrow, J. E.
6
2020
Efficient posterior sampling for high-dimensional imbalanced logistic regression. Zbl 1457.62221
Sen, Deborshee; Sachs, Matthias; Lu, Jianfeng; Dunson, David B.
4
2020
Random orthogonal matrices and the Cayley transform. Zbl 1466.60010
Jauch, Michael; Hoff, Peter D.; Dunson, David B.
4
2020
Recycling intermediate steps to improve Hamiltonian Monte Carlo. Zbl 1480.62060
Nishimura, Akihiko; Dunson, David
3
2020
Targeted random projection for prediction from high-dimensional features. Zbl 1453.62515
Mukhopadhyay, Minerva; Dunson, David B.
3
2020
Bayesian constraint relaxation. Zbl 1435.62382
Duan, Leo L.; Young, Alexander L.; Nishimura, Akihiko; Dunson, David B.
2
2020
Identifying main effects and interactions among exposures using Gaussian processes. Zbl 1498.62212
Ferrari, Federico; Dunson, David B.
2
2020
Comparing and weighting imperfect models using D-probabilities. Zbl 1441.62078
Li, Meng; Dunson, David B.
1
2020
Nonparametric graphical model for counts. Zbl 07306910
Roy, Arkaprava; Dunson, David B.
1
2020
Estimating densities with non-linear support by using Fisher-Gaussian kernels. Zbl 07554791
Mukhopadhyay, Minerva; Li, Didong; Dunson, David B.
1
2020
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
26
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
20
2019
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
18
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
10
2019
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
8
2019
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
8
2019
Extrinsic Gaussian processes for regression and classification on manifolds. Zbl 1421.62075
Lin, Lizhen; Mu, Niu; Cheung, Pokman; Dunson, David
8
2019
Nonparametric Bayes models of fiber curves connecting brain regions. Zbl 1428.62485
Zhang, Zhengwu; Descoteaux, Maxime; Dunson, David B.
4
2019
Symmetric bilinear regression for signal subgraph estimation. Zbl 1458.62157
Wang, Lu; Zhang, Zhengwu; Dunson, David
4
2019
On posterior consistency of tail index for Bayesian kernel mixture models. Zbl 1466.62268
Li, Cheng; Lin, Lizhen; Dunson, David B.
3
2019
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
34
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.
10
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
Fast moment estimation for generalized latent Dirichlet models. Zbl 1409.62119
Zhao, Shiwen; Engelhardt, Barbara E.; Mukherjee, Sayan; Dunson, David B.
1
2018
Bayesian conditional density filtering. Zbl 07498941
Guhaniyogi, Rajarshi; Qamar, Shaan; 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.
23
2017
Bayesian tensor regression. Zbl 1440.62253
Guhaniyogi, Rajarshi; Qamar, Shaan; Dunson, David B.
17
2017
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
12
2017
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
9
2017
Bayesian nonparametric inference on the Stiefel manifold. Zbl 1362.62071
Lin, Lizhen; Rao, Vinayak; Dunson, David
5
2017
Expandable factor analysis. Zbl 07072233
Srivastava, Sanvesh; Engelhardt, Barbara E.; Dunson, David B.
4
2017
Exploiting big data in logistics risk assessment via Bayesian nonparametrics. Zbl 1382.90016
Shang, Yan; Dunson, David; Song, Jing-Sheng
2
2017
Bayesian functional data modeling for heterogeneous volatility. Zbl 1384.62122
Zhu, Bin; Dunson, David B.
1
2017
Bayesian local extremum splines. Zbl 07072337
Wheeler, M. W.; Dunson, D. B.; Herring, Amy H.
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.
10
2016
Nonparametric Bayes modeling with sample survey weights. Zbl 1384.62031
Kunihama, T.; Herring, A. H.; Halpern, C. T.; Dunson, D. B.
6
2016
Locally adaptive dynamic networks. Zbl 1454.62495
Durante, Daniele; 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
Bayesian inference on quasi-sparse count data. Zbl 1506.62344
Datta, Jyotishka; 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.
4
2016
Compressed Gaussian process for manifold regression. Zbl 1367.62121
Guhaniyogi, Rajarshi; Dunson, David B.
3
2016
Multiscale Bernstein polynomials for densities. Zbl 1360.62156
Canale, Antonio; Dunson, David B.
3
2016
Nonparametric Bayes inference on conditional independence. Zbl 1452.62313
Kunihama, Tsuyoshi; Dunson, David B.
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
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
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.
113
2015
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
18
2015
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
14
2015
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
11
2015
Bayesian multivariate mixed-scale density estimation. Zbl 1405.62037
Canale, Antonio; Dunson, David B.
6
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.
2
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.
493
2014
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
38
2014
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
30
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
18
2014
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
15
2014
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
11
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.
8
2014
Enriched stick-breaking processes for functional data. Zbl 1367.62096
Scarpa, Bruno; 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
Bayesian dynamic financial networks with time-varying predictors. Zbl 1400.62174
Durante, Daniele; Dunson, David B.
3
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
Adaptive sampling for Bayesian geospatial models. Zbl 1332.62367
Yang, Hongxia; Liu, Fei; Ji, Chunlin; Dunson, David
2
2014
Locally adaptive factor processes for multivariate time series. Zbl 1319.62191
Durante, Daniele; Scarpa, Bruno; Dunson, David B.
2
2014
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
79
2013
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
33
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
28
2013
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
27
2013
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
20
2013
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
16
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.
5
2013
Locally adaptive Bayes nonparametric regression via nested Gaussian processes. Zbl 1283.62091
Zhu, Bin; Dunson, David B.
5
2013
Nonparametric Bayes modelling of count processes. Zbl 1279.62202
Canale, Antonio; Dunson, David B.
3
2013
Spatio-temporal modeling of legislation and votes. Zbl 1329.62477
Wang, Eric; Salazar, Esther; Dunson, David; Carin, Lawrence
1
2013
...and 100 more Documents
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Cited by 3,962 Authors

83 Dunson, David Brian
23 Ghosal, Subhashis
21 Reich, Brian James
18 Quintana, Fernando Andrés
16 Alhamzawi, Rahim
15 Walker, Stephen Grahm
14 Müller, Peter
14 Yu, Keming
13 Pati, Debdeep
12 Durante, Daniele
12 Ghosh, Malay
12 Herring, Amy H.
12 Tang, Niansheng
11 Guindani, Michele
11 Mena, Ramsés H.
11 Rodríguez, Abel
10 Bhattacharya, Anirban
10 Canale, Antonio
10 Gelman, Andrew
10 Khare, Kshitij
10 Lee, Jaeyong
10 Leisen, Fabrizio
10 Lin, Lizhen
10 Morris, Jeffrey S.
10 Song, Xinyuan
10 Tian, Maozai
10 Tian, Yuzhu
10 Wang, Lianming
9 Bandyopadhyay, Dipankar
9 Choi, Taeryon
9 Das, Kiranmoy
9 Jara, Alejandro
8 Daniels, Michael J.
8 Fuentes, Montserrat
8 Griffin, Jim E.
8 Guhaniyogi, Rajarshi
8 Gutiérrez, Luis Miguel
8 Kottas, Athanasios
8 Lee, Kyoungjae
8 Lian, Heng
8 Lijoi, Antonio
8 Page, Garritt L.
8 Prünster, Igor
8 Reiter, Jerome P.
8 Ročková, Veronika
8 Savitsky, Terrance D.
8 Sun, Jianguo
8 Vannucci, Marina
8 Vehtari, Aki
7 Bondell, Howard D.
7 Ghosh, Pulak
7 Hanson, Timothy E.
7 Hoff, Peter D.
7 Kneib, Thomas
7 Mulder, Joris
7 Rigon, Tommaso
7 Sarkar, Abhra
7 Scarpa, Bruno
7 Yang, Mingan
6 Baladandayuthapani, Veerabhadran
6 Cai, Bo
6 Carin, Lawrence
6 Fox, Jean-Paul
6 Gelfand, Alan Enoch
6 Ghosh, Sujit Kumar
6 Girolami, Mark A.
6 Guglielmi, Alessandra
6 Hobert, James P.
6 Hoshino, Takahiro
6 Ickstadt, Katja
6 Ji, Yuan
6 Jo, Seongil
6 Jordan, Michael Irwin
6 Kowal, Daniel R.
6 Lesaffre, Emmanuel M. E. H.
6 Mallick, Bani K.
6 Mukherjee, Sayan
6 Nguyen, XuanLong
6 Nott, David John
6 Polson, Nicholas G.
6 Robert, Christian P.
6 Roy, Arkaprava
6 Srivastava, Sanvesh
6 Tang, Manlai
6 Trippa, Lorenzo
6 Wand, Matthew P.
5 Aliverti, Emanuele
5 Antonelli, Joseph L.
5 Antoniano-Villalobos, Isadora
5 Argiento, Raffaele
5 Banerjee, Sayantan
5 Barrientos, Andrés Felipe
5 Bazán, Jorge Luis
5 Bhadra, Anindya
5 Bhattacharya, Rabi N.
5 Caron, François
5 Casarin, Roberto
5 Cheng, Guang
5 De Iorio, Maria
5 Dey, Dipak Kumar
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Cited in 224 Serials

138 The Annals of Applied Statistics
122 Bayesian Analysis
121 Computational Statistics and Data Analysis
109 Journal of the American Statistical Association
103 Biometrics
76 Statistics and Computing
59 Journal of Computational and Graphical Statistics
57 Electronic Journal of Statistics
53 Journal of Applied Statistics
47 The Annals of Statistics
45 Psychometrika
41 Statistical Science
41 Journal of Machine Learning Research (JMLR)
39 Computational Statistics
38 Communications in Statistics. Simulation and Computation
36 Journal of Statistical Computation and Simulation
34 Journal of Econometrics
33 Journal of Multivariate Analysis
33 Journal of Statistical Planning and Inference
29 Journal of Agricultural, Biological, and Environmental Statistics
28 Statistics & Probability Letters
24 Communications in Statistics. Theory and Methods
21 Bernoulli
19 Journal of the Korean Statistical Society
17 SIAM/ASA Journal on Uncertainty Quantification
16 Biometrical Journal
16 Statistical Modelling
15 European Journal of Operational Research
14 Test
13 The American Statistician
13 Scandinavian Journal of Statistics
13 AStA. Advances in Statistical Analysis
12 Statistica Sinica
12 Lifetime Data Analysis
12 Brazilian Journal of Probability and Statistics
11 International Statistical Review
11 Applied and Computational Harmonic Analysis
11 Journal of Statistical Theory and Practice
11 Sankhyā. Series A
10 Journal of Computational Physics
10 Sankhyā. Series B
9 Journal of Mathematical Psychology
9 International Journal of Approximate Reasoning
9 SIAM Journal on Scientific Computing
9 Journal of Nonparametric Statistics
9 Statistical Methods in Medical Research
9 Statistical Methods and Applications
9 Advances in Data Analysis and Classification. ADAC
9 SIAM Journal on Mathematics of Data Science
8 The Canadian Journal of Statistics
8 Annals of the Institute of Statistical Mathematics
8 Machine Learning
8 Statistical Applications in Genetics and Molecular Biology
7 Statistica Neerlandica
7 Insurance Mathematics & Economics
7 Journal of Classification
7 The Annals of Applied Probability
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 Statistica
6 Statistics
6 Australian & New Zealand Journal of Statistics
6 Statistical Theory and Related Fields
5 Inverse Problems
5 Journal of Computational and Applied Mathematics
5 Metron
5 Statistical Papers
5 SIAM Journal on Imaging Sciences
5 Journal of Probability and Statistics
4 Journal of Scientific Computing
4 Neural Networks
4 Neural Computation
4 Computational Geosciences
4 Statistics Surveys
4 Environmetrics
3 Journal of Statistical Physics
3 Metrika
3 Information Sciences
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 Data Mining and Knowledge Discovery
3 Extremes
3 Acta Mathematica Sinica. English Series
3 Methodology and Computing in Applied Probability
3 Quantitative Finance
3 Journal of Systems Science and Complexity
3 SORT. Statistics and Operations Research Transactions
3 Journal of Business and Economic Statistics
3 SIAM Journal on Applied Algebra and Geometry
3 Japanese Journal of Statistics and Data Science
2 Journal of Fluid Mechanics
2 Mathematical Biosciences
2 Automatica
2 British Journal of Mathematical & Statistical Psychology
2 Journal of Applied Probability
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Cited in 43 Fields

1,868 Statistics (62-XX)
272 Numerical analysis (65-XX)
193 Probability theory and stochastic processes (60-XX)
122 Biology and other natural sciences (92-XX)
121 Computer science (68-XX)
103 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
56 Operations research, mathematical programming (90-XX)
28 Information and communication theory, circuits (94-XX)
22 Geophysics (86-XX)
17 Combinatorics (05-XX)
13 Linear and multilinear algebra; matrix theory (15-XX)
12 Partial differential equations (35-XX)
12 Systems theory; control (93-XX)
8 Calculus of variations and optimal control; optimization (49-XX)
8 Fluid mechanics (76-XX)
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7 Dynamical systems and ergodic theory (37-XX)
6 History and biography (01-XX)
5 General and overarching topics; collections (00-XX)
4 Approximations and expansions (41-XX)
4 Differential geometry (53-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Operator theory (47-XX)
3 Convex and discrete geometry (52-XX)
3 Mechanics of deformable solids (74-XX)
3 Relativity and gravitational theory (83-XX)
2 Mathematical logic and foundations (03-XX)
2 Algebraic geometry (14-XX)
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2 Functional analysis (46-XX)
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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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