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Dunson, David Brian

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Author ID: dunson.david-b Recent zbMATH articles by "Dunson, David Brian"
Published as: Dunson, D. B.; Dunson, David; Dunson, David B.
Homepage: https://www2.stat.duke.edu/~dunson/
External Links: MGP · Wikidata · ResearchGate · dblp
Documents Indexed: 194 Publications since 1998, including 2 Books
all top 5

Co-Authors

16 single-authored
16 Carin, Lawrence
12 Herring, Amy H.
9 Pati, Debdeep
8 Bhattacharya, Anirban
7 Lin, Lizhen
7 Rodríguez, Abel Augusto
6 Durante, Daniele
5 Bhattacharya, Abhishek
5 Johndrow, James E.
5 Pillai, Natesh S.
4 Armagan, Artin
4 Baird, Donna D.
4 Canale, Antonio
4 Chen, Zhen
4 Paisley, John William
4 Srivastava, Sanvesh
3 Cai, Bo
3 Chen, Minhua
3 Gelfand, Alan Enoch
3 Guhaniyogi, Rajarshi
3 Kunihama, Tsuyoshi
3 Li, Cheng
3 Lucas, Joseph Edward
3 Neelon, Brian H.
3 O’Brien, Sean M.
3 Park, Juhyun
3 Pennell, Michael L.
3 Ren, Lu
3 Scarpa, Bruno
3 Strawn, Nate
3 Taylor, Jack A.
3 Tokdar, Surya T.
3 Wang, Chunping
3 Wang, Lianming
3 Weinberg, Clarice R.
3 Zhang, Zhengwu
2 Bigelow, Jamie L.
2 Chen, Cathy W. S.
2 Cheung, Pokman
2 Chung, Yeonseung
2 Dinse, Gregg E.
2 Duan, Leo L.
2 Engelhardt, Barbara E.
2 Ginsburg, Geoffrey S.
2 Gunn, Laura H.
2 Hannah, Lauren A.
2 Hoff, Peter D.
2 Kundu, Suprateek
2 Liu, Fei
2 Lu, Jianfeng
2 MacLehose, Richard F.
2 Nishimura, Akihiko
2 Peddada, Shyamal D.
2 Perreault, Sally D.
2 Rao, Vinayak
2 Reich, Brian James
2 Salazar, Esther
2 Siega-Riz, Anna Maria
2 Silva, Jorge F.
2 Stanford, Joseph B.
2 Wheeler, Matthew W.
2 Woods, Christopher W.
2 Xing, Zhengming
2 Yang, Hongxia
2 Yang, Mingan
2 Zaas, Aimee K.
2 Zhou, Jing
2 Zhu, Bin
1 Arbes, Samuel J. jun.
1 Bajwa, Waheed Uz Zaman
1 Baker, Brent A.
1 Banerjee, Anjishnu
1 Binette, Olivier
1 Calder, Catherine A.
1 Camerlenghi, Federico
1 Carlin, John B.
1 Chabout, Jonathan
1 Chapin, R. E.
1 Chen, Haojun
1 Chulada, Patricia
1 Colombo, Bernardo
1 Cornelis, Bruno
1 Crandell, Jamie L.
1 Dai, Zhenwen
1 Datta, Jyotishka
1 Daubechies, Ingrid Chantal
1 Descoteaux, Maxime
1 Ding, Mingtao
1 Dole, Nancy
1 Dong, Jiangxin
1 Du, Lan
1 Engel, Stephanie M.
1 Fodor, Gábor
1 Fox, Emily B.
1 Frühwirth-Schnatter, Sylvia
1 Fuentes, Montserrat
1 Gelman, Andrew
1 Gu, Kelvin
1 Halpern, C. T.
1 Hans, Chris
...and 83 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

159 Publications have been cited 1,942 times in 1,306 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.
384
2014
Kernel stick-breaking processes. Zbl 1437.62448
Dunson, David B.; Park, Ju-Hyun
65
2008
Random effects selection in linear mixed models. Zbl 1214.62027
Chen, Zhen; Dunson, David B.
54
2003
Nonparametric Bayes conditional distribution modeling with variable selection. Zbl 1205.62039
Chung, Yeonseung; Dunson, David B.
46
2009
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
46
2007
Bayesian spatial quantile regression. Zbl 1396.62263
Reich, Brian J.; Fuentes, Montserrat; Dunson, David B.
45
2011
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
44
2015
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
43
2013
Sparse Bayesian infinite factor models. Zbl 1215.62025
Bhattacharya, A.; Dunson, D. B.
39
2011
The nested Dirichlet process. Zbl 1205.62062
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
37
2008
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
34
2011
Fixed and random effects selection in linear and logistic models. Zbl 1147.62022
Kinney, Satkartar K.; Dunson, David B.
33
2007
Nonparametric Bayes modeling of multivariate categorical data. Zbl 1388.62151
Dunson, David B.; Xing, Chuanhua
30
2009
Bayesian multivariate logistic regression. Zbl 1274.62375
O’Brien, Sean M.; Dunson, David B.
30
2004
Dynamic latent trait models for multidimensional longitudinal data. Zbl 1040.62100
Dunson, David B.
29
2003
Approximate Bayesian inference for quantiles. Zbl 1061.62051
Dunson, David B.; Taylor, Jack A.
27
2005
A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes. Zbl 1210.62023
Dunson, David B.; Chen, Zhen; Harry, Jean
24
2003
Bayesian dynamic modeling of latent trait distributions. Zbl 1170.62375
Dunson, David B.
23
2006
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
22
2014
Bayesian isotonic regression and trend analysis. Zbl 1125.62023
Neelon, Brian; Dunson, David B.
22
2004
Bayesian covariance selection in generalized linear mixed models. Zbl 1097.62016
Cai, Bo; Dunson, David B.
21
2006
Bayesian latent variable models for mixed discrete outcomes. Zbl 1069.62094
Dunson, David B.; Herring, Amy H.
20
2005
Bayesian variable selection in quantile regression. Zbl 1327.62135
Chen, Cathy W. S.; Dunson, David B.; Reed, Craig; Yu, Keming
19
2013
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
19
2013
Bayesian models for multivariate current status data with informative censoring. Zbl 1209.62031
Dunson, David B.; Dinse, Gregg E.
19
2002
Multivariate convex regression with adaptive partitioning. Zbl 1318.62225
Hannah, Lauren A.; Dunson, David B.
18
2013
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
18
2013
Bayesian semiparametric structural equation models with latent variables. Zbl 1208.62048
Yang, Mingan; Dunson, David B.
18
2010
Bayesian kernel mixtures for counts. Zbl 1233.62041
Canale, Antonio; Dunson, David B.
17
2011
Bayesian selection and clustering of polymorphisms in functionally related genes. Zbl 05564508
Dunson, David B.; Herring, Amy H.; Engel, Stephanie M.
17
2008
Bayesian semiparametric isotonic regression for count data. Zbl 1117.62322
Dunson, David B.
17
2005
Bayesian inference on order-constrained parameters in generalized linear models. Zbl 1210.62097
Dunson, David B.; Neelon, Brian
17
2003
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
16
2012
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
16
2010
Semiparametric Bayes hierarchical models with mean and variance constraints. Zbl 1284.62187
Yang, Mingan; Dunson, David B.; Baird, Donna
16
2010
Anisotropic function estimation using multi-bandwidth Gaussian processes. Zbl 1360.62168
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David
14
2014
Nonparametric Bayesian density estimation on manifolds with applications to planar shapes. Zbl 1204.62053
Bhattacharya, Abhishek; Dunson, David B.
14
2010
Bayesian nonparametric functional data analysis through density estimation. Zbl 1163.62027
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
14
2009
Robust and scalable Bayes via a median of subset posterior measures. Zbl 1442.62056
Minsker, Stanislav; Srivastava, Sanvesh; Lin, Lizhen; Dunson, David B.
13
2017
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
13
2015
Bayesian semiparametric joint models for functional predictors. Zbl 1388.62181
Bigelow, Jamie L.; Dunson, David B.
13
2009
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
12
2013
The matrix stick-breaking process. Zbl 05564491
Dunson, David B.; Xue, Ya; Carin, Lawrence
12
2008
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
11
2018
Nonparametric Bayes dynamic modelling of relational data. Zbl 1306.62075
Durante, Daniele; Dunson, David B.
11
2014
Logistic stick-breaking process. Zbl 1280.62079
Ren, Lu; Du, Lan; Carin, Lawrence; Dunson, David
11
2011
Bayesian generalized product partition model. Zbl 05769963
Park, Ju-Hyun; Dunson, David B.
11
2010
Multitask compressive sensing. Zbl 1391.94258
Ji, Shihao; Dunson, David; Carin, Lawrence
11
2009
Nonparametric Bayes local partition models for random effects. Zbl 1163.62084
Dunson, David B.
11
2009
Bayesian semiparametric dynamic frailty models for multiple event time data. Zbl 1116.62127
Pennell, Michael L.; Dunson, David B.
11
2006
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
10
2015
Simplex factor models for multivariate unordered categorical data. Zbl 1263.62097
Bhattacharya, Anirban; Dunson, David B.
10
2012
Latent stick-breaking processes. Zbl 1392.60050
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
10
2010
The local Dirichlet process. Zbl 1432.62083
Chung, Yeonseung; Dunson, David B.
9
2011
Bayesian inferences on predictors of conception probabilities. Zbl 1077.62106
Dunson, David B.; Stanford, Joseph B.
9
2005
Factor analytic models of clustered multivariate data with informative censoring. Zbl 1209.62144
Dunson, David B.; Perreault, Sally D.
9
2001
Modeling tumor onset and multiplicity using transition models with latent variables. Zbl 1059.62642
Dunson, D. B.; Haseman, J. K.
9
1999
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
8
2019
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
8
2018
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
8
2014
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
8
2014
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
8
2013
Nonparametric Bayes classification and hypothesis testing on manifolds. Zbl 1281.62033
Bhattacharya, Abhishek; Dunson, David
8
2012
Semiparametric Bayes proportional odds models for current status data with underreporting. Zbl 1226.62131
Wang, Lianming; Dunson, David B.
8
2011
Bayesian nonparametric inference on stochastic ordering. Zbl 1437.62449
Dunson, David B.; Peddada, Shyamal D.
8
2008
Bayesian manifold regression. Zbl 1341.62196
Yang, Yun; Dunson, David B.
7
2016
Bayesian nonparametric regression with varying residual density. Zbl 1281.62102
Pati, Debdeep; Dunson, David B.
7
2014
Bayesian latent factor regression for functional and longitudinal data. Zbl 1258.62030
Montagna, Silvia; Tokdar, Surya T.; Neelon, Brian; Dunson, David B.
7
2012
Bayesian geostatistical modelling with informative sampling locations. Zbl 1214.62029
Pati, D.; Reich, B. J.; Dunson, D. B.
7
2011
Bayesian adaptive regression splines for hierarchical data. Zbl 1147.62089
Bigelow, Jamie L.; Dunson, David B.
7
2007
Bayesian latent variable models for median regression on multiple outcomes. Zbl 1210.62024
Dunson, David B.; Watson, M.; Taylor, Jack A.
7
2003
Nonparametric Bayes modeling with sample survey weights. Zbl 1384.62031
Kunihama, T.; Herring, A. H.; Halpern, C. T.; Dunson, D. B.
6
2016
Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds. Zbl 1254.62038
Bhattacharya, Abhishek; Dunson, David B.
6
2012
Bayesian inference on changes in response densities over predictor clusters. Zbl 1286.62092
Dunson, David B.; Herring, Amy H.; Siega-Riz, Anna Maria
6
2008
Bayesian inferences on umbrella orderings. Zbl 1087.62123
Hans, Chris; Dunson, David B.
6
2005
Bayesian modeling of markers of day-specific fertility. Zbl 1047.62105
Dunson, David B.; Colombo, Bernardo
6
2003
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
Statistics in the big data era: failures of the machine. Zbl 06892155
Dunson, David B.
5
2018
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
5
2017
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
5
2014
Bayesian modeling of temporal dependence in large sparse contingency tables. Zbl 1283.62120
Kunihama, Tsuyoshi; Dunson, David B.
5
2013
Bayesian multivariate isotonic regression splines. Zbl 1333.62267
Cai, Bo; Dunson, David B.
5
2007
Estimation of order-restricted means from correlated data. Zbl 1152.62348
Peddada, Shyamal D.; Dunson, David B.; Tan, Xiaofeng
5
2005
A transformation approach for incorporating monotone or unimodal constraints. Zbl 1071.62101
Gunn, Laura H.; Dunson, David B.
5
2005
A flexible parametric model for combining current status and age at first diagnosis data. Zbl 1209.62280
Dunson, David B.; Baird, Donna D.
5
2001
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
4
2017
Locally adaptive dynamic networks. Zbl 1454.62495
Durante, Daniele; Dunson, David B.
4
2016
Sub-optimality of some continuous shrinkage priors. Zbl 1419.62050
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S.
4
2016
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
4
2015
Bayesian multiscale modeling of closed curves in point clouds. Zbl 1368.62278
Gu, Kelvin; Pati, Debdeep; Dunson, David B.
4
2014
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies. Zbl 1303.62040
Rodriguez, Abel; Dunson, David B.
4
2014
Latent factor models for density estimation. Zbl 1334.62051
Kundu, S.; Dunson, D. B.
4
2014
Locally adaptive Bayes nonparametric regression via nested Gaussian processes. Zbl 1283.62091
Zhu, Bin; Dunson, David B.
4
2013
Predicting viral infection from high-dimensional biomarker trajectories. Zbl 1234.62139
Chen, Minhua; Zaas, Aimee; Woods, Christopher; Ginsburg, Geoffrey S.; Lucas, Joseph; Dunson, David; Carin, Lawrence
4
2011
Multivariate kernel partition process mixtures. Zbl 1200.62068
Dunson, David B.
4
2010
Random effect and latent variable model selection. Zbl 1145.62003
Dunson, David B. (ed.)
4
2008
Fitting semiparametric random effects models to large data sets. Zbl 1267.62109
Pennell, Michael L.; Dunson, David B.
4
2007
Bayesian nonparametric inference on the Stiefel manifold. Zbl 1362.62071
Lin, Lizhen; Rao, Vinayak; Dunson, David
3
2017
Bayesian graphical models for multivariate functional data. Zbl 1436.62722
Zhu, Hongxiao; Strawn, Nate; Dunson, David B.
3
2016
Efficient posterior sampling for high-dimensional imbalanced logistic regression. Zbl 1457.62221
Sen, Deborshee; Sachs, Matthias; Lu, Jianfeng; Dunson, David B.
1
2020
The Hastings algorithm at fifty. Zbl 1435.62042
Dunson, D. B.; Johndrow, J. E.
1
2020
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
8
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
1
2019
Nonparametric Bayes models of fiber curves connecting brain regions. Zbl 1428.62485
Zhang, Zhengwu; Descoteaux, Maxime; Dunson, David B.
1
2019
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
1
2019
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
1
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
1
2019
Scalable Bayes via barycenter in Wasserstein space. Zbl 1444.62037
Srivastava, Sanvesh; Li, Cheng; Dunson, David B.
11
2018
Bayesian inference and testing of group differences in brain networks. Zbl 06873717
Durante, Daniele; Dunson, David B.
8
2018
Statistics in the big data era: failures of the machine. Zbl 06892155
Dunson, David B.
5
2018
Theoretical limits of microclustering for record linkage. Zbl 07072422
Johndrow, J. E.; Lum, K.; Dunson, D. B.
2
2018
Scaling up data augmentation MCMC via calibration. Zbl 1412.62101
Duan, Leo L.; Johndrow, James E.; 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.
13
2017
Tensor decompositions and sparse log-linear models. Zbl 1367.62180
Johndrow, James E.; Bhattacharya, Anirban; Dunson, David B.
5
2017
Simple, scalable and accurate posterior interval estimation. Zbl 07072234
Li, Cheng; Srivastava, Sanvesh; Dunson, David B.
4
2017
Bayesian nonparametric inference on the Stiefel manifold. Zbl 1362.62071
Lin, Lizhen; Rao, Vinayak; Dunson, David
3
2017
Bayesian tensor regression. Zbl 1440.62253
Guhaniyogi, Rajarshi; Qamar, Shaan; 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
1
2017
Bayesian manifold regression. Zbl 1341.62196
Yang, Yun; Dunson, David B.
7
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.
4
2016
Sub-optimality of some continuous shrinkage priors. Zbl 1419.62050
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S.
4
2016
Bayesian graphical models for multivariate functional data. Zbl 1436.62722
Zhu, Hongxiao; Strawn, Nate; Dunson, David B.
3
2016
Data augmentation for models based on rejection sampling. Zbl 07072114
Rao, Vinayak; Lin, Lizhen; 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
Nonparametric Bayes inference on conditional independence. Zbl 1452.62313
Kunihama, Tsuyoshi; Dunson, David B.
2
2016
Bayesian inference on quasi-sparse count data. Zbl 07072165
Datta, Jyotishka; Dunson, David B.
1
2016
Multiscale Bernstein polynomials for densities. Zbl 1360.62156
Canale, Antonio; Dunson, David B.
1
2016
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
44
2015
Bayesian factorizations of big sparse tensors. Zbl 1373.62282
Zhou, Jing; Bhattacharya, Anirban; Herring, Amy H.; Dunson, David B.
13
2015
Bayesian compressed regression. Zbl 1373.62100
Guhaniyogi, Rajarshi; Dunson, David B.
10
2015
Bayesian nonparametric covariance regression. Zbl 1351.62090
Fox, Emily B.; Dunson, David B.
4
2015
Bayesian multivariate mixed-scale density estimation. Zbl 1405.62037
Canale, Antonio; Dunson, David B.
3
2015
Shared kernel Bayesian screening. Zbl 1419.62104
Lock, Eric F.; Dunson, David B.
1
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.
384
2014
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
22
2014
Anisotropic function estimation using multi-bandwidth Gaussian processes. Zbl 1360.62168
Bhattacharya, Anirban; Pati, Debdeep; Dunson, David
14
2014
Nonparametric Bayes dynamic modelling of relational data. Zbl 1306.62075
Durante, Daniele; Dunson, David B.
11
2014
Improving prediction from Dirichlet process mixtures via enrichment. Zbl 1319.62085
Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
8
2014
Bayesian monotone regression using Gaussian process projection. Zbl 1452.62285
Lin, Lizhen; Dunson, David B.
8
2014
Bayesian nonparametric regression with varying residual density. Zbl 1281.62102
Pati, Debdeep; Dunson, David B.
7
2014
Bayes variable selection in semiparametric linear models. Zbl 1367.62069
Kundu, Suprateek; Dunson, David B.
5
2014
Bayesian multiscale modeling of closed curves in point clouds. Zbl 1368.62278
Gu, Kelvin; Pati, Debdeep; Dunson, David B.
4
2014
Functional clustering in nested designs: modeling variability in reproductive epidemiology studies. Zbl 1303.62040
Rodriguez, Abel; Dunson, David B.
4
2014
Latent factor models for density estimation. Zbl 1334.62051
Kundu, S.; Dunson, D. B.
4
2014
Enriched stick-breaking processes for functional data. Zbl 1367.62096
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
Locally adaptive factor processes for multivariate time series. Zbl 1319.62191
Durante, Daniele; Scarpa, Bruno; Dunson, David B.
2
2014
Bayesian dynamic financial networks with time-varying predictors. Zbl 1400.62174
Durante, Daniele; Dunson, David B.
2
2014
Mechanistic hierarchical Gaussian processes. Zbl 1368.62068
Wheeler, Matthew W.; Dunson, David B.; Pandalai, Sudha P.; Baker, Brent A.; Herring, Amy H.
1
2014
Semiconvex regression for metamodeling-based optimization. Zbl 1297.62071
Hannah, Lauren A.; Powell, Warren B.; Dunson, David B.
1
2014
Generalized double Pareto shrinkage. Zbl 1259.62061
Armagan, Artin; Dunson, David B.; Lee, Jaeyong
43
2013
Bayesian variable selection in quantile regression. Zbl 1327.62135
Chen, Cathy W. S.; Dunson, David B.; Reed, Craig; Yu, Keming
19
2013
Bayesian Gaussian copula factor models for mixed data. Zbl 06195968
Murray, Jared S.; Dunson, David B.; Carin, Lawrence; Lucas, Joseph E.
19
2013
Multivariate convex regression with adaptive partitioning. Zbl 1318.62225
Hannah, Lauren A.; Dunson, David B.
18
2013
Posterior consistency in conditional distribution estimation. Zbl 1277.62108
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T.
18
2013
Posterior consistency in linear models under shrinkage priors. Zbl 1279.62139
Armagan, A.; Dunson, D. B.; Lee, J.; Bajwa, W. U.; Strawn, N.
12
2013
Efficient Gaussian process regression for large datasets. Zbl 1284.62257
Banerjee, Anjishnu; Dunson, David B.; Tokdar, Surya T.
8
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.
4
2013
Classification via Bayesian nonparametric learning of affine subspaces. Zbl 06158335
Page, Garritt; Bhattacharya, Abhishek; Dunson, David
3
2013
Nonparametric Bayes modelling of count processes. Zbl 1279.62202
Canale, Antonio; Dunson, David B.
2
2013
Spatio-temporal modeling of legislation and votes. Zbl 1329.62477
Wang, Eric; Salazar, Esther; Dunson, David; Carin, Lawrence
1
2013
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
16
2012
Simplex factor models for multivariate unordered categorical data. Zbl 1263.62097
Bhattacharya, Anirban; Dunson, David B.
10
2012
Nonparametric Bayes classification and hypothesis testing on manifolds. Zbl 1281.62033
Bhattacharya, Abhishek; Dunson, David
8
2012
Bayesian latent factor regression for functional and longitudinal data. Zbl 1258.62030
Montagna, Silvia; Tokdar, Surya T.; Neelon, Brian; Dunson, David B.
7
2012
Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds. Zbl 1254.62038
Bhattacharya, Abhishek; Dunson, David B.
6
2012
Nonparametric Bayesian segmentation of a multivariate inhomogeneous space-time Poisson process. Zbl 1330.62353
Ding, Mingtao; He, Lihan; Dunson, David; Carin, Lawrence
1
2012
Bayesian spatial quantile regression. Zbl 1396.62263
Reich, Brian J.; Fuentes, Montserrat; Dunson, David B.
45
2011
Sparse Bayesian infinite factor models. Zbl 1215.62025
Bhattacharya, A.; Dunson, D. B.
39
2011
Nonparametric Bayesian models through probit stick-breaking processes. Zbl 1330.62120
Dunson, David B.; Rodríguez, Abel
34
2011
Bayesian kernel mixtures for counts. Zbl 1233.62041
Canale, Antonio; Dunson, David B.
17
2011
Logistic stick-breaking process. Zbl 1280.62079
Ren, Lu; Du, Lan; Carin, Lawrence; Dunson, David
11
2011
The local Dirichlet process. Zbl 1432.62083
Chung, Yeonseung; Dunson, David B.
9
2011
Semiparametric Bayes proportional odds models for current status data with underreporting. Zbl 1226.62131
Wang, Lianming; Dunson, David B.
8
2011
Bayesian geostatistical modelling with informative sampling locations. Zbl 1214.62029
Pati, D.; Reich, B. J.; Dunson, D. B.
7
2011
Predicting viral infection from high-dimensional biomarker trajectories. Zbl 1234.62139
Chen, Minhua; Zaas, Aimee; Woods, Christopher; Ginsburg, Geoffrey S.; Lucas, Joseph; Dunson, David; Carin, Lawrence
4
2011
Nonparametric Bayes stochastically ordered latent class models. Zbl 1229.62032
Yang, Hongxia; O’Brien, Sean; Dunson, David B.
3
2011
Posterior simulation across nonparametric models for functional clustering. Zbl 1230.62083
Crandell, Jamie L.; Dunson, David B.
3
2011
Bayesian isotonic density regression. Zbl 1231.62075
Wang, Lianming; Dunson, David B.
3
2011
High-dimensional variable selection in meta-analysis for censored data. Zbl 1217.62181
Liu, Fei; Dunson, David; Zou, Fei
2
2011
Bayesian variable selection via particle stochastic search. Zbl 1205.62029
Shi, Minghui; Dunson, David B.
2
2011
Sparse variational analysis of linear mixed models for large data sets. Zbl 1219.62045
Armagan, Artin; Dunson, David
1
2011
Bayesian semiparametric structural equation models with latent variables. Zbl 1208.62048
Yang, Mingan; Dunson, David B.
18
2010
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
16
2010
Semiparametric Bayes hierarchical models with mean and variance constraints. Zbl 1284.62187
Yang, Mingan; Dunson, David B.; Baird, Donna
16
2010
Nonparametric Bayesian density estimation on manifolds with applications to planar shapes. Zbl 1204.62053
Bhattacharya, Abhishek; Dunson, David B.
14
2010
Bayesian generalized product partition model. Zbl 05769963
Park, Ju-Hyun; Dunson, David B.
11
2010
Latent stick-breaking processes. Zbl 1392.60050
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
10
2010
Multivariate kernel partition process mixtures. Zbl 1200.62068
Dunson, David B.
4
2010
Dynamic nonparametric Bayesian models for analysis of music. Zbl 1392.62356
Ren, Lu; Dunson, David; Lindroth, Scott; Carin, Lawrence
3
2010
Bayesian semiparametric multiple shrinkage. Zbl 1192.62085
MacLehose, Richard F.; Dunson, David B.
3
2010
Dynamic model for multivariate markers of fecundability. Zbl 1202.62146
Cai, Bo; Dunson, David B.; Stanford, Joseph B.
2
2010
Classification with incomplete data using Dirichlet process priors. Zbl 1242.62063
Wang, Chunping; Liao, Xuejun; Carin, Lawrence; Dunson, David B.
1
2010
Semiparametric Bayes multiple testing: applications to tumor data. Zbl 1192.62243
Wang, Lianming; Dunson, David B.
1
2010
Nonparametric Bayes conditional distribution modeling with variable selection. Zbl 1205.62039
Chung, Yeonseung; Dunson, David B.
46
2009
Nonparametric Bayes modeling of multivariate categorical data. Zbl 1388.62151
Dunson, David B.; Xing, Chuanhua
30
2009
Bayesian nonparametric functional data analysis through density estimation. Zbl 1163.62027
Rodríguez, Abel; Dunson, David B.; Gelfand, Alan E.
14
2009
...and 59 more Documents
all top 5

Cited by 2,554 Authors

63 Dunson, David Brian
16 Reich, Brian James
14 Ghosal, Subhashis
14 Walker, Stephen Grahm
13 Pati, Debdeep
13 Quintana, Fernando Andrés
12 Alhamzawi, Rahim
12 Congdon, Peter D.
11 Yu, Keming
10 Bhattacharya, Anirban
10 Tang, Niansheng
9 Gelman, Andrew
9 Herring, Amy H.
9 Song, Xinyuan
9 Wang, Lianming
8 Hanson, Timothy E.
8 Lian, Heng
8 Mena, Ramsés H.
8 Morris, Jeffrey S.
8 Müller, Peter
8 Rodríguez, Abel Augusto
7 Bandyopadhyay, Dipankar
7 Daniels, Michael J.
7 Durante, Daniele
7 Fuentes, Montserrat
7 Ghosh, Malay
7 Griffin, Jim E.
7 Guindani, Michele
7 Reiter, Jerome P.
7 Sun, Jianguo
7 Tian, Yuzhu
6 Cai, Bo
6 Canale, Antonio
6 Carin, Lawrence
6 Das, Kiranmoy
6 Dey, Dipak Kumar
6 Dobra, Adrian
6 Ghosh, Pulak
6 Hoshino, Takahiro
6 Jara, Alejandro
6 Jordan, Michael Irwin
6 Khare, Kshitij
6 Leisen, Fabrizio
6 Lin, Lizhen
6 Mulder, Joris
6 Page, Garritt L.
6 Prünster, Igor
6 Ročková, Veronika
6 Tian, Maozai
6 Vannucci, Marina
6 Yang, Mingan
5 Bhattacharya, Rabi N.
5 Bondell, Howard D.
5 Choi, Taeryon
5 Fox, Jean-Paul
5 Gutiérrez, Luis Miguel
5 Hoijtink, Herbert
5 Ickstadt, Katja
5 Kneib, Thomas
5 Kottas, Athanasios
5 Lesaffre, Emmanuel M. E. H.
5 Lijoi, Antonio
5 McMahan, Christopher S.
5 Oh, Man-Suk
5 Overstall, Antony M.
5 Pillai, Natesh S.
5 Savitsky, Terrance D.
5 Scarpa, Bruno
5 Vehtari, Aki
4 Baladandayuthapani, Veerabhadran
4 Barrientos, Andrés F.
4 Chen, Zhen
4 Czado, Claudia
4 Girolami, Mark A.
4 Glas, Cees A. W.
4 Guhaniyogi, Rajarshi
4 Huang, Yangxin
4 Ibrahim, Joseph George
4 Jensen, Shane T.
4 Jo, Seongil
4 Lachos Dávila, Víctor Hugo
4 Lee, Jaeyong Lee
4 Lee, Kyoungjae
4 Lee, Sik-Yum
4 Lin, Xiaoyan
4 Lucas, Joseph Edward
4 Mallick, Bani K.
4 Norets, Andriy
4 Ruggiero, Matteo
4 Sarkar, Abhra
4 Tempelman, Robert J.
4 Xia, Yemao
4 Yang, Yun
4 Zaffalon, Marco
4 Zhu, Hongtu
4 Zidek, James V.
3 Achcar, Jorge Alberto
3 Antonelli, Joseph
3 Baird, Donna D.
3 Banerjee, Sayantan
...and 2,454 more Authors
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Cited in 158 Serials

129 Computational Statistics and Data Analysis
80 Biometrics
71 Bayesian Analysis
68 Journal of the American Statistical Association
68 The Annals of Applied Statistics
49 Journal of Statistical Planning and Inference
48 Statistics and Computing
36 Psychometrika
36 Electronic Journal of Statistics
30 Journal of Econometrics
28 The Annals of Statistics
27 Statistics & Probability Letters
27 Statistical Science
26 Journal of Multivariate Analysis
23 Journal of Statistical Computation and Simulation
22 Journal of Applied Statistics
21 Computational Statistics
17 Journal of Agricultural, Biological, and Environmental Statistics
16 Journal of Mathematical Psychology
16 Statistical Modelling
15 Journal of Machine Learning Research (JMLR)
13 European Journal of Operational Research
12 Scandinavian Journal of Statistics
12 Communications in Statistics. Theory and Methods
12 Test
12 Lifetime Data Analysis
11 Biometrical Journal
11 International Journal of Approximate Reasoning
11 Bernoulli
11 SIAM/ASA Journal on Uncertainty Quantification
10 Journal of Computational Physics
9 Statistical Methods in Medical Research
8 Communications in Statistics. Simulation and Computation
8 Brazilian Journal of Probability and Statistics
8 Statistical Applications in Genetics and Molecular Biology
8 Sankhyā. Series A
7 The Canadian Journal of Statistics
7 Insurance Mathematics & Economics
7 Journal of Nonparametric Statistics
7 Journal of the Royal Statistical Society. Series B. Statistical Methodology
7 Biostatistics
7 Journal of the Korean Statistical Society
7 Advances in Data Analysis and Classification. ADAC
7 AStA. Advances in Statistical Analysis
6 Bulletin of Mathematical Biology
6 Annals of the Institute of Statistical Mathematics
6 Machine Learning
6 Statistical Methodology
6 Journal of Statistical Theory and Practice
5 Metron
5 Pattern Recognition
5 SIAM Journal on Scientific Computing
5 Statistical Papers
5 Journal of Probability and Statistics
4 Computer Methods in Applied Mechanics and Engineering
4 Mathematical Biosciences
4 Journal of Classification
4 Applied and Computational Harmonic Analysis
4 Statistical Methods and Applications
4 SIAM Journal on Imaging Sciences
4 Sankhyā. Series B
3 Journal of Statistical Physics
3 Metrika
3 Theoretical Population Biology
3 Neural Networks
3 Statistics Surveys
3 Journal of Theoretical Biology
2 Inverse Problems
2 Applied Mathematics and Computation
2 Automatica
2 Journal of Computational and Applied Mathematics
2 The Journal of Mathematical Sociology
2 Theoretical Computer Science
2 Probability Theory and Related Fields
2 Journal of Economic Dynamics & Control
2 Mathematical and Computer Modelling
2 Journal of Scientific Computing
2 Neural Computation
2 SIAM Review
2 Stochastic Processes and their Applications
2 Mathematical Programming. Series A. Series B
2 SIAM Journal on Optimization
2 Annals of Mathematics and Artificial Intelligence
2 Mathematical Problems in Engineering
2 Australian & New Zealand Journal of Statistics
2 Journal of the Royal Statistical Society. Series C. Applied Statistics
2 Extremes
2 Acta Mathematica Sinica. English Series
2 Computational Geosciences
2 Econometric Theory
2 Quantitative Finance
2 Journal of Systems Science and Complexity
2 Journal of Applied Mathematics
2 AStA. Allgemeines Statistisches Archiv
2 ASTIN Bulletin
2 Computational & Mathematical Methods in Medicine
2 Inverse Problems and Imaging
2 Statistical Analysis and Data Mining
2 Algorithms
2 Journal of the Operations Research Society of China
...and 58 more Serials
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Cited in 35 Fields

1,190 Statistics (62-XX)
237 Numerical analysis (65-XX)
131 Probability theory and stochastic processes (60-XX)
108 Biology and other natural sciences (92-XX)
73 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
60 Computer science (68-XX)
29 Operations research, mathematical programming (90-XX)
23 Information and communication theory, circuits (94-XX)
12 Geophysics (86-XX)
11 Combinatorics (05-XX)
11 Systems theory; control (93-XX)
6 History and biography (01-XX)
6 Linear and multilinear algebra; matrix theory (15-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Partial differential equations (35-XX)
5 Fluid mechanics (76-XX)
4 General and overarching topics; collections (00-XX)
3 Mathematical logic and foundations (03-XX)
3 Approximations and expansions (41-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 Differential geometry (53-XX)
3 Astronomy and astrophysics (85-XX)
2 Ordinary differential equations (34-XX)
2 Harmonic analysis on Euclidean spaces (42-XX)
2 Mechanics of deformable solids (74-XX)
2 Quantum theory (81-XX)
1 Field theory and polynomials (12-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Dynamical systems and ergodic theory (37-XX)
1 Functional analysis (46-XX)
1 Geometry (51-XX)
1 General topology (54-XX)
1 Manifolds and cell complexes (57-XX)
1 Relativity and gravitational theory (83-XX)
1 Mathematics education (97-XX)

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