Math @ Duke
|
search arxiv.org.Papers Published
- Canale, A; Durante, D; Dunson, DB, Convex mixture regression for quantitative risk assessment.,
Biometrics, vol. 74 no. 4
(December, 2018),
pp. 1331-1340 [doi] [abs]
- Sarkar, A; Chabout, J; Macopson, JJ; Jarvis, ED; Dunson, DB, Bayesian Semiparametric Mixed Effects Markov Models With Application to Vocalization Syntax,
Journal of the American Statistical Association, vol. 113 no. 524
(October, 2018),
pp. 1515-1527, Informa UK Limited [doi] [abs]
- Zhao, S; Engelhardt, BE; Mukherjee, S; Dunson, DB, Fast Moment Estimation for Generalized Latent Dirichlet Models,
Journal of the American Statistical Association, vol. 113 no. 524
(October, 2018),
pp. 1528-1540 [doi] [abs]
- Duan, LL; Johndrow, JE; Dunson, DB, Scaling up data augmentation MCMC via calibration,
Journal of Machine Learning Research, vol. 19
(October, 2018) [abs]
- Srivastava, S; Li, C; Dunson, DB, Scalable Bayes via barycenter in Wasserstein space,
Journal of Machine Learning Research, vol. 19
(August, 2018),
pp. 1-35 [abs]
- Guhaniyogi, R; Qamar, S; Dunson, DB, Bayesian Conditional Density Filtering,
Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America, vol. 27 no. 3
(July, 2018),
pp. 657-672, Informa UK Limited [doi]
- van den Boom, W; Mao, C; Schroeder, RA; Dunson, DB, Extrema-weighted feature extraction for functional data.,
Bioinformatics (Oxford, England), vol. 34 no. 14
(July, 2018),
pp. 2457-2464 [doi] [abs]
- Shterev, ID; Dunson, DB; Chan, C; Sempowski, GD, Bayesian Multi-Plate High-Throughput Screening of Compounds.,
Scientific Reports, vol. 8 no. 1
(June, 2018),
pp. 9551 [doi] [abs]
- Johndrow, JE; Lum, K; Dunson, DB, Theoretical limits of microclustering for record linkage.,
Biometrika, vol. 105 no. 2
(June, 2018),
pp. 431-446 [doi] [abs]
- Dunson, DB, Statistics in the big data era: Failures of the machine,
Statistics & Probability Letters, vol. 136
(May, 2018),
pp. 4-9, Elsevier BV [doi] [abs]
- Zhang, Z; Descoteaux, M; Zhang, J; Girard, G; Chamberland, M; Dunson, D; Srivastava, A; Zhu, H, Mapping population-based structural connectomes.,
Neuroimage, vol. 172
(May, 2018),
pp. 130-145 [doi] [abs]
- van den Boom, W; Schroeder, RA; Manning, MW; Setji, TL; Fiestan, G-O; Dunson, DB, Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries.,
Diabetes Care, vol. 41 no. 4
(April, 2018),
pp. 782-788 [doi] [abs]
- Bertrán, MA; Martínez, NL; Wang, Y; Dunson, D; Sapiro, G; Ringach, D, Active learning of cortical connectivity from two-photon imaging data.,
Plos One, vol. 13 no. 5
(January, 2018),
pp. e0196527 [doi] [abs]
- Miller, JW; Dunson, DB, Robust Bayesian Inference via Coarsening,
Journal of the American Statistical Association
(January, 2018),
pp. 1-13, Informa UK Limited [doi] [abs]
- Johndrow, JE; Smith, A; Pillai, N; Dunson, DB, MCMC for Imbalanced Categorical Data,
Journal of the American Statistical Association
(January, 2018) [doi] [abs]
- Durante, D; Dunson, DB, Bayesian inference and testing of group differences in brain networks,
Bayesian Analysis, vol. 13 no. 1
(January, 2018),
pp. 29-58, Institute of Mathematical Statistics [doi] [abs]
- Minsker, S; Srivastava, S; Lin, L; Dunson, DB, Robust and scalable bayes via a median of subset posterior measures,
Journal of Machine Learning Research, vol. 18
(December, 2017),
pp. 1-40 [abs]
- Wheeler, MW; Dunson, DB; Herring, AH, Bayesian Local Extremum Splines.,
Biometrika, vol. 104 no. 4
(December, 2017),
pp. 939-952, Oxford University Press (OUP) [abs]
- Shang, Y; Dunson, D; Song, J-S, Exploiting Big Data in Logistics Risk Assessment via Bayesian Nonparametrics,
Operations Research, vol. 65 no. 6
(December, 2017),
pp. 1574-1588, Institute for Operations Research and the Management Sciences (INFORMS) [doi]
- Durante, D; Dunson, DB; Vogelstein, JT, Rejoinder: Nonparametric Bayes Modeling of Populations of Networks,
Journal of the American Statistical Association, vol. 112 no. 520
(October, 2017),
pp. 1547-1552, Informa UK Limited [doi]
- Durante, D; Dunson, DB; Vogelstein, JT, Nonparametric Bayes Modeling of Populations of Networks,
Journal of the American Statistical Association, vol. 112 no. 520
(October, 2017),
pp. 1516-1530, Informa UK Limited [doi] [abs]
- Reddy, A; Zhang, J; Davis, NS; Moffitt, AB; Love, CL; Waldrop, A; Leppa, S; Pasanen, A; Meriranta, L; Karjalainen-Lindsberg, M-L; Nørgaard, P; Pedersen, M; Gang, AO; Høgdall, E; Heavican, TB; Lone, W; Iqbal, J; Qin, Q; Li, G; Kim, SY; Healy, J; Richards, KL; Fedoriw, Y; Bernal-Mizrachi, L; Koff, JL; Staton, AD; Flowers, CR; Paltiel, O; Goldschmidt, N; Calaminici, M; Clear, A; Gribben, J; Nguyen, E; Czader, MB; Ondrejka, SL; Collie, A; Hsi, ED; Tse, E; Au-Yeung, RKH; Kwong, Y-L; Srivastava, G; Choi, WWL; Evens, AM; Pilichowska, M; Sengar, M; Reddy, N; Li, S; Chadburn, A; Gordon, LI; Jaffe, ES; Levy, S; Rempel, R; Tzeng, T; Happ, LE; Dave, T; Rajagopalan, D; Datta, J; Dunson, DB; Dave, SS, Genetic and Functional Drivers of Diffuse Large B Cell Lymphoma.,
Cell, vol. 171 no. 2
(October, 2017),
pp. 481-494.e15 [doi] [abs]
- Li, C; Srivastava, S; Dunson, DB, Simple, scalable and accurate posterior interval estimation,
Biometrika, vol. 104 no. 3
(September, 2017),
pp. 665-680, Oxford University Press (OUP) [doi] [abs]
- Lock, EF; Dunson, DB, Bayesian genome- and epigenome-wide association studies with gene level dependence.,
Biometrics, vol. 73 no. 3
(September, 2017),
pp. 1018-1028 [doi] [abs]
- Srivastava, S; Engelhardt, BE; Dunson, DB, Expandable factor analysis.,
Biometrika, vol. 104 no. 3
(September, 2017),
pp. 649-663 [doi] [abs]
- Guhaniyogi, R; Qamar, S; Dunson, DB, Bayesian tensor regression,
Journal of Machine Learning Research, vol. 18
(August, 2017),
pp. 1-31 [abs]
- Schaich Borg, J; Srivastava, S; Lin, L; Heffner, J; Dunson, D; Dzirasa, K; de Lecea, L, Rat intersubjective decisions are encoded by frequency-specific oscillatory contexts.,
Brain and Behavior, vol. 7 no. 6
(June, 2017),
pp. e00710 [doi] [abs]
- Zhu, B; Dunson, DB, Bayesian functional data modeling for heterogeneous volatility,
Bayesian Analysis, vol. 12 no. 2
(June, 2017),
pp. 335-350, Institute of Mathematical Statistics [doi] [abs]
- Wang, L; Durante, D; Jung, RE; Dunson, DB, Bayesian network-response regression.,
Bioinformatics (Oxford, England), vol. 33 no. 12
(June, 2017),
pp. 1859-1866 [doi] [abs]
- Ovaskainen, O; Tikhonov, G; Norberg, A; Guillaume Blanchet, F; Duan, L; Dunson, D; Roslin, T; Abrego, N, How to make more out of community data? A conceptual framework and its implementation as models and software.,
Ecology Letters, vol. 20 no. 5
(May, 2017),
pp. 561-576 [doi] [abs]
- Ovaskainen, O; Tikhonov, G; Dunson, D; Grøtan, V; Engen, S; Sæther, B-E; Abrego, N, How are species interactions structured in species-rich communities? A new method for analysing time-series data.,
Proceedings of the Royal Society B: Biological Sciences, vol. 284 no. 1855
(May, 2017),
pp. 20170768-20170768 [doi] [abs]
- Moffitt, AB; Ondrejka, SL; McKinney, M; Rempel, RE; Goodlad, JR; Teh, CH; Leppa, S; Mannisto, S; Kovanen, PE; Tse, E; Au-Yeung, RKH; Kwong, Y-L; Srivastava, G; Iqbal, J; Yu, J; Naresh, K; Villa, D; Gascoyne, RD; Said, J; Czader, MB; Chadburn, A; Richards, KL; Rajagopalan, D; Davis, NS; Smith, EC; Palus, BC; Tzeng, TJ; Healy, JA; Lugar, PL; Datta, J; Love, C; Levy, S; Dunson, DB; Zhuang, Y; Hsi, ED; Dave, SS, Enteropathy-associated T cell lymphoma subtypes are characterized by loss of function of SETD2.,
The Journal of Experimental Medicine, vol. 214 no. 5
(May, 2017),
pp. 1371-1386 [doi] [abs]
- Durante, D; Paganin, S; Scarpa, B; Dunson, DB, Bayesian modelling of networks in complex business intelligence problems,
Journal of the Royal Statistical Society. Series C, Applied Statistics, vol. 66 no. 3
(April, 2017),
pp. 555-580, WILEY [doi] [abs]
- McKinney, M; Moffitt, AB; Gaulard, P; Travert, M; De Leval, L; Nicolae, A; Raffeld, M; Jaffe, ES; Pittaluga, S; Xi, L; Heavican, T; Iqbal, J; Belhadj, K; Delfau-Larue, MH; Fataccioli, V; Czader, MB; Lossos, IS; Chapman-Fredricks, JR; Richards, KL; Fedoriw, Y; Ondrejka, SL; Hsi, ED; Low, L; Weisenburger, D; Chan, WC; Mehta-Shah, N; Horwitz, S; Bernal-Mizrachi, L; Flowers, CR; Beaven, AW; Parihar, M; Baseggio, L; Parrens, M; Moreau, A; Sujobert, P; Pilichowska, M; Evens, AM; Chadburn, A; Au-Yeung, RKH; Srivastava, G; Choi, WWL; Goodlad, JR; Aurer, I; Basic-Kinda, S; Gascoyne, RD; Davis, NS; Li, G; Zhang, J; Rajagopalan, D; Reddy, A; Love, C; Levy, S; Zhuang, Y; Datta, J; Dunson, DB; Davé, SS, The Genetic Basis of Hepatosplenic T-cell Lymphoma.,
Cancer Discovery, vol. 7 no. 4
(April, 2017),
pp. 369-379 [doi] [abs]
- Tikhonov, G; Abrego, N; Dunson, D; Ovaskainen, O, Using joint species distribution models for evaluating how species-to-species associations depend on the environmental context, edited by Warton, D,
Methods in Ecology and Evolution, vol. 8 no. 4
(April, 2017),
pp. 443-452, WILEY [doi] [abs]
- Lin, L; Rao, V; Dunson, D, Bayesian nonparametric inference on the stiefel manifold,
Statistica Sinica, vol. 27 no. 2
(April, 2017),
pp. 535-553, Institute of Statistical Science [doi] [abs]
- Dunson, DB, Toward automated prior choice,
Statistical Science, vol. 32 no. 1
(February, 2017),
pp. 41-43, Institute of Mathematical Statistics [doi]
- Abrego, N; Dunson, D; Halme, P; Salcedo, I; Ovaskainen, O, Wood-inhabiting fungi with tight associations with other species have declined as a response to forest management,
Oikos, vol. 126 no. 2
(February, 2017), WILEY [doi]
- Johndrow, JE; Bhattacharya, A; Dunson, DB, TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS.,
The Annals of Statistics, vol. 45 no. 1
(January, 2017),
pp. 1-38 [doi] [abs]
- Lin, L; St Thomas, B; Zhu, H; Dunson, DB, Extrinsic local regression on manifold-valued data.,
Journal of the American Statistical Association, vol. 112 no. 519
(January, 2017),
pp. 1261-1273 [doi] [abs]
- Durante, D; Dunson, DB; Vogelstein, JT, Nonparametric Bayes Modeling of Populations of Networks,
Journal of the American Statistical Association, vol. 112 no. 520
(2017),
pp. 1516-1530 [doi]
- Datta, J; Dunson, DB, Bayesian inference on quasi-sparse count data.,
Biometrika, vol. 103 no. 4
(December, 2016),
pp. 971-983 [doi] [abs]
- Bhattacharya, A; Dunson, DB; Pati, D; Pillai, NS, Sub-optimality of some continuous shrinkage priors,
Stochastic Processes and Their Applications, vol. 126 no. 12
(December, 2016),
pp. 3828-3842, Elsevier BV [doi] [abs]
- Durante, D; Dunson, DB, Locally adaptive dynamic networks,
The Annals of Applied Statistics, vol. 10 no. 4
(December, 2016),
pp. 2203-2232, Institute of Mathematical Statistics [doi]
- Zhu, H; Strawn, N; Dunson, DB, Bayesian graphical models for multivariate functional data,
Journal of Machine Learning Research, vol. 17
(October, 2016),
pp. 1-27 [abs]
- Sarkar, A; Dunson, DB, Bayesian Nonparametric Modeling of Higher Order Markov Chains,
Journal of the American Statistical Association, vol. 111 no. 516
(October, 2016),
pp. 1791-1803, Informa UK Limited [doi] [abs]
- Yin, R; Cornelis, B; Fodor, G; Ocon, N; Dunson, D; Daubechies, I, Removing cradle artifacts in X-ray images of paintings,
Siam Journal on Imaging Sciences, vol. 9 no. 3
(August, 2016),
pp. 1247-1272, Society for Industrial & Applied Mathematics (SIAM) [doi] [abs]
- Li, D; Heyer, L; Jennings, VH; Smith, CA; Dunson, DB, Personalised estimation of a woman's most fertile days.,
The European Journal of Contraception & Reproductive Health Care : the Official Journal of the European Society of Contraception, vol. 21 no. 4
(August, 2016),
pp. 323-328 [doi] [abs]
- Canale, A; Dunson, DB, Multiscale bernstein polynomials for densities,
Statistica Sinica, vol. 26 no. 3
(July, 2016),
pp. 1175-1195, Institute of Statistical Science [doi] [abs]
- Hultman, R; Mague, SD; Li, Q; Katz, BM; Michel, N; Lin, L; Wang, J; David, LK; Blount, C; Chandy, R; Carlson, D; Ulrich, K; Carin, L; Dunson, D; Kumar, S; Deisseroth, K; Moore, SD; Dzirasa, K, Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology.,
Neuron, vol. 91 no. 2
(July, 2016),
pp. 439-452 [doi] [abs]
- Kunihama, T; Herring, AH; Halpern, CT; Dunson, DB, Nonparametric Bayes modeling with sample survey weights,
Statistics & Probability Letters, vol. 113
(June, 2016),
pp. 41-48, Elsevier BV [doi] [abs]
- Rao, V; Lin, L; Dunson, DB, Data augmentation for models based on rejection sampling.,
Biometrika, vol. 103 no. 2
(June, 2016),
pp. 319-335 [doi] [abs]
- Ovaskainen, O; Abrego, N; Halme, P; Dunson, D, Using latent variable models to identify large networks of species-to-species associations at different spatial scales, edited by Warton, D,
Methods in Ecology and Evolution, vol. 7 no. 5
(May, 2016),
pp. 549-555, WILEY [doi] [abs]
- Guhaniyogi, R; Dunson, DB, Compressed Gaussian process for manifold regression,
Journal of Machine Learning Research, vol. 17
(May, 2016) [abs]
- Yang, Y; Dunson, DB, Bayesian Conditional Tensor Factorizations for High-Dimensional Classification,
Journal of the American Statistical Association, vol. 111 no. 514
(April, 2016),
pp. 656-669, Informa UK Limited [doi] [abs]
- Kabisa, S; Dunson, DB; Morris, JS, Online Variational Bayes Inference for High-Dimensional Correlated Data,
Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America, vol. 25 no. 2
(April, 2016),
pp. 426-444, Informa UK Limited [doi] [abs]
- Yang, Y; Dunson, DB, Bayesian manifold regression,
The Annals of Statistics, vol. 44 no. 2
(April, 2016),
pp. 876-905, Institute of Mathematical Statistics [doi] [abs]
- Zhou, J; Herring, AH; Bhattacharya, A; Olshan, AF; Dunson, DB; National Birth Defects Prevention Study, , Nonparametric Bayes modeling for case control studies with many predictors.,
Biometrics, vol. 72 no. 1
(March, 2016),
pp. 184-192 [doi] [abs]
- Tang, K; Dunson, DB; Su, Z; Liu, R; Zhang, J; Dong, J, Subspace segmentation by dense block and sparse representation.,
Neural Networks : the Official Journal of the International Neural Network Society, vol. 75
(March, 2016),
pp. 66-76 [doi] [abs]
- Chabout, J; Sarkar, A; Patel, SR; Radden, T; Dunson, DB; Fisher, SE; Jarvis, ED, A Foxp2 Mutation Implicated in Human Speech Deficits Alters Sequencing of Ultrasonic Vocalizations in Adult Male Mice.,
Frontiers in Behavioral Neuroscience, vol. 10
(January, 2016),
pp. 197 [doi] [abs]
- Wang, X; Dunson, D; Leng, C, No penalty no tears: Least squares in high-dimensional linear models,
33rd International Conference on Machine Learning, Icml 2016, vol. 4
(January, 2016),
pp. 2685-2706, ISBN 9781510829008 [abs]
- Wang, X; Dunson, D; Leng, C, DECOrrelated feature space partitioning for distributed sparse regression,
Advances in Neural Information Processing Systems
(January, 2016),
pp. 802-810 [abs]
- Fox, EB; Dunson, DB; Airoldi, EM, Bayesian nonparametric covariance regression,
Journal of Machine Learning Research, vol. 16
(December, 2015),
pp. 2501-2542 [abs]
- Yazdani, A; Dunson, DB, A hybrid bayesian approach for genome-wide association studies on related individuals.,
Bioinformatics (Oxford, England), vol. 31 no. 24
(December, 2015),
pp. 3890-3896 [doi] [abs]
- Lock, EF; Dunson, DB, Shared kernel Bayesian screening.,
Biometrika, vol. 102 no. 4
(December, 2015),
pp. 829-842 [doi] [abs]
- Bhattacharya, A; Pati, D; Pillai, NS; Dunson, DB, Dirichlet-Laplace priors for optimal shrinkage.,
Journal of the American Statistical Association, vol. 110 no. 512
(December, 2015),
pp. 1479-1490 [doi] [abs]
- Guhaniyogi, R; Dunson, DB, Bayesian Compressed Regression,
Journal of the American Statistical Association, vol. 110 no. 512
(October, 2015),
pp. 1500-1514, Informa UK Limited [doi] [abs]
- Zhou, J; Bhattacharya, A; Herring, AH; Dunson, DB, Bayesian Factorizations of Big Sparse Tensors,
Journal of the American Statistical Association, vol. 110 no. 512
(October, 2015),
pp. 1562-1576, Informa UK Limited [doi] [abs]
- Guo, F; Dunson, DB, Uncovering systematic bias in ratings across categories: A Bayesian approach,
Recsys 2015 Proceedings of the 9th Acm Conference on Recommender Systems
(September, 2015),
pp. 317-320, ISBN 9781450336925 [doi] [abs]
- Hua, Z; Zhu, H; Dunson, DB, Semiparametric Bayes Local Additive Models for Longitudinal Data,
Statistics in Biosciences, vol. 7 no. 1
(May, 2015),
pp. 90-107, ISSN 1867-1764 [doi] [abs]
- Li, D; Wilcox, AJ; Dunson, DB, Benchmark pregnancy rates and the assessment of post-coital contraceptives: an update.,
Contraception, vol. 91 no. 4
(April, 2015),
pp. 344-349, ISSN 0010-7824 [doi] [abs]
- Lock, EF; Soldano, KL; Garrett, ME; Cope, H; Markunas, CA; Fuchs, H; Grant, G; Dunson, DB; Gregory, SG; Ashley-Koch, AE, Joint eQTL assessment of whole blood and dura mater tissue from individuals with Chiari type I malformation.,
Bmc Genomics, vol. 16
(January, 2015),
pp. 11 [doi] [abs]
- Chabout, J; Sarkar, A; Dunson, DB; Jarvis, ED, Male mice song syntax depends on social contexts and influences female preferences.,
Frontiers in Behavioral Neuroscience, vol. 9
(January, 2015),
pp. 76 [repository], [doi] [abs]
- Canale, A; Dunson, DB, Bayesian multivariate mixed-scale density estimation,
Statistics and Its Interface, vol. 8 no. 2
(January, 2015),
pp. 195-201, International Press of Boston, ISSN 1938-7989 [doi] [abs]
- Kessler, DC; Hoff, PD; Dunson, DB, Marginally specified priors for non-parametric Bayesian estimation,
Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 77 no. 1
(January, 2015),
pp. 35-58, ISSN 1369-7412 [doi] [abs]
- Kessler, DC; Hoff, PD; Dunson, DB, Marginally specified priors for non-parametric Bayesian estimation.,
Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 77 no. 1
(January, 2015),
pp. 35-58, ISSN 1369-7412 [doi] [abs]
- Van Den Boom, W; Dunson, D; Reeves, G, Quantifying uncertainty in variable selection with arbitrary matrices,
2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015
(January, 2015),
pp. 385-388, ISBN 9781479919635 [doi] [abs]
- Srivastava, S; Cevher, V; Tran-Dinh, Q; Dunson, DB, WASP: Scalable Bayes via barycenters of subset posteriors,
Journal of Machine Learning Research, vol. 38
(January, 2015),
pp. 912-920 [abs]
- Wang, X; Leng, C; Dunson, DB, On the consistency theory of high dimensional variable screening,
Advances in Neural Information Processing Systems, vol. 2015-January
(January, 2015),
pp. 2431-2439 [abs]
- Wang, X; Guo, F; Heller, KA; Dunson, DB, Parallelizing MCMC with random partition trees,
Advances in Neural Information Processing Systems, vol. 2015-January
(January, 2015),
pp. 451-459 [abs]
- Wang, Y; Dunson, D, Probabilistic curve learning: Coulomb repulsion and the electrostatic Gaussian process,
Advances in Neural Information Processing Systems, vol. 2015-January
(January, 2015),
pp. 1738-1746 [abs]
- Kunihama, T; Dunson, DB, Nonparametric Bayes inference on conditional independence,
Biometrika, vol. 103 no. 1
(January, 2015),
pp. 35-47, Oxford University Press (OUP) [doi] [abs]
- Johndrow, JE; Mattingly, JC; Mukherjee, S; Dunson, D, Optimal approximating Markov chains for Bayesian inference
(2015) [abs]
- Durante, D; Dunson, DB, Nonparametric Bayes dynamic modelling of relational data,
Biometrika, vol. 101 no. 4
(December, 2014),
pp. 883-898, Oxford University Press (OUP) [doi] [abs]
- Yang, H; Liu, F; Ji, C; Dunson, D, Adaptive sampling for Bayesian geospatial models,
Statistics and Computing, vol. 24 no. 6
(November, 2014),
pp. 1101-1110, Springer Nature, ISSN 0960-3174 [doi] [abs]
- Gu, K; Pati, D; Dunson, DB, Bayesian Multiscale Modeling of Closed Curves in Point Clouds.,
Journal of the American Statistical Association, vol. 109 no. 508
(October, 2014),
pp. 1481-1494, ISSN 0162-1459 [doi] [abs]
- Rodriguez, A; Dunson, DB, Functional clustering in nested designs: Modeling variability in reproductive epidemiology studies,
The Annals of Applied Statistics, vol. 8 no. 3
(September, 2014),
pp. 1416-1442, Institute of Mathematical Statistics, ISSN 1932-6157 [doi]
- Dunson, DB, Comment,
Journal of the American Statistical Association, vol. 109 no. 507
(July, 2014),
pp. 890-891, Informa UK Limited, ISSN 0162-1459 [doi]
- Wheeler, MW; Dunson, DB; Pandalai, SP; Baker, BA; Herring, AH, Mechanistic Hierarchical Gaussian Processes.,
Journal of the American Statistical Association, vol. 109 no. 507
(July, 2014),
pp. 894-904, ISSN 0162-1459 [doi] [abs]
- Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L, Bayesian modeling of temporal properties of infectious disease in a college student population,
Journal of Applied Statistics, vol. 41 no. 6
(June, 2014),
pp. 1358-1382, Informa UK Limited, ISSN 0266-4763 [doi]
- Pati, D; Bhattacharya, A; Pillai, NS; Dunson, D, Posterior contraction in sparse Bayesian factor models for massive covariance matrices,
The Annals of Statistics, vol. 42 no. 3
(June, 2014),
pp. 1102-1130, Institute of Mathematical Statistics, ISSN 0090-5364 [doi]
- Kessler, DC; Taylor, JA; Dunson, DB, Learning phenotype densities conditional on many interacting predictors.,
Bioinformatics (Oxford, England), vol. 30 no. 11
(June, 2014),
pp. 1562-1568, ISSN 1367-4803 [doi] [abs]
- Zhang, J; Jima, D; Moffitt, AB; Liu, Q; Czader, M; Hsi, ED; Fedoriw, Y; Dunphy, CH; Richards, KL; Gill, JI; Sun, Z; Love, C; Scotland, P; Lock, E; Levy, S; Hsu, DS; Dunson, D; Dave, SS, The genomic landscape of mantle cell lymphoma is related to the epigenetically determined chromatin state of normal B cells.,
Blood, vol. 123 no. 19
(May, 2014),
pp. 2988-2996, ISSN 0006-4971 [doi] [abs]
- Kundu, S; Dunson, DB, Bayes variable selection in semiparametric linear models.,
Journal of the American Statistical Association, vol. 109 no. 505
(March, 2014),
pp. 437-447, ISSN 0162-1459 [doi] [abs]
- Chen, CWS; Dunson, D; Frühwirth-Schnatter, S; Walker, SG, Special issue on Bayesian computing, methods and applications,
Computational Statistics & Data Analysis, vol. 71
(March, 2014),
pp. 273-273, Elsevier BV, ISSN 0167-9473 [doi]
- Cui, K; Dunson, DB, Generalized Dynamic Factor Models for Mixed-Measurement Time Series.,
Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America, vol. 23 no. 1
(February, 2014),
pp. 169-191, ISSN 1061-8600 [doi] [abs]
- Pati, D; Dunson, DB, Bayesian nonparametric regression with varying residual density,
Annals of the Institute of Statistical Mathematics, vol. 66 no. 1
(February, 2014),
pp. 1-31, ISSN 0020-3157 [doi] [abs]
- Bhattacharya, A; Pati, D; Dunson, D, Anisotropic function estimation using multi-bandwidth Gaussian processes,
The Annals of Statistics, vol. 42 no. 1
(February, 2014),
pp. 352-381, Institute of Mathematical Statistics [doi]
- Yin, R; Dunson, D; Cornelis, B; Brown, B; Ocon, N; Daubechies, I, Digital cradle removal in X-ray images of art paintings,
2014 Ieee International Conference on Image Processing, Icip 2014
(January, 2014),
pp. 4299-4303, IEEE, ISBN 9781479957514 [doi] [abs]
- Rai, P; Wang, Y; Guo, S; Chen, G; Dunson, D; Carin, L, Scalable bayesian low-rank decomposition of incomplete multiway tensors,
31st International Conference on Machine Learning, Icml 2014, vol. 5
(January, 2014),
pp. 3810-3820, ISBN 9781634393973 [abs]
- Wang, X; Peng, P; Dunson, DB, Median selection subset aggregation for parallel inference,
Advances in Neural Information Processing Systems, vol. 3 no. January
(January, 2014),
pp. 2195-2203, ISSN 1049-5258 [abs]
- Minsker, S; Srivastava, S; Lin, L; Dunson, DB, Scalable and robust Bayesian inference via the median posterior,
31st International Conference on Machine Learning, Icml 2014, vol. 5
(January, 2014),
pp. 3629-3639, ISBN 9781634393973 [abs]
- Kundu, S; Dunson, DB, Latent factor models for density estimation,
Biometrika, vol. 101 no. 3
(January, 2014),
pp. 641-654, Oxford University Press (OUP), ISSN 0006-3444 [doi] [abs]
- Hannah, LA; Powell, WB; Dunson, DB, Semiconvex Regression for Metamodeling-Based Optimization,
Siam Journal on Optimization, vol. 24 no. 2
(January, 2014),
pp. 573-597, Society for Industrial & Applied Mathematics (SIAM), ISSN 1052-6234 [doi]
- Durante, D; Dunson, DB, Bayesian dynamic financial networks with time-varying predictors,
Statistics & Probability Letters, vol. 93
(January, 2014),
pp. 19-26, Elsevier BV, ISSN 0167-7152 [doi] [abs]
- Durante, D; Scarpa, B; Dunson, DB, Locally adaptive factor processes for multivariate time series,
Journal of Machine Learning Research, vol. 15
(January, 2014),
pp. 1493-1522, ISSN 1532-4435 [abs]
- Lin, L; Dunson, DB, Bayesian monotone regression using Gaussian process projection,
Biometrika, vol. 101 no. 2
(January, 2014),
pp. 303-317, Oxford University Press (OUP), ISSN 0006-3444 [doi] [abs]
- Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L, Bayesian modeling of temporal properties of infectious disease in a college student population,
Journal of Applied Statistics, vol. 41 no. 6
(January, 2014),
pp. 1358-1382, ISSN 0266-4763 [doi] [abs]
- Wade, S; Dunson, DB; Petrone, S; Trippa, L, Improving prediction from dirichlet process mixtures via enrichment,
Journal of Machine Learning Research, vol. 15
(January, 2014),
pp. 1041-1071, ISSN 1532-4435 [abs]
- Carlson, DE; Vogelstein, JT; Qisong Wu, ; Wenzhao Lian, ; Mingyuan Zhou, ; Stoetzner, CR; Kipke, D; Weber, D; Dunson, DB; Carin, L, Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling.,
Ieee Transactions on Bio Medical Engineering, vol. 61 no. 1
(January, 2014),
pp. 41-54, ISSN 0018-9294 [doi] [abs]
- Durante, D; Dunson, DB, Bayesian logistic Gaussian process models for dynamic networks,
Journal of Machine Learning Research, vol. 33
(January, 2014),
pp. 194-201 [abs]
- Scarpa, B; Dunson, DB, Enriched Stick Breaking Processes for Functional Data.,
Journal of the American Statistical Association, vol. 109 no. 506
(January, 2014),
pp. 647-660 [doi] [abs]
- Carlson, DE; Vogelstein, JT; Wu, Q; Lian, W; Zhou, M; Stoetzner, CR; Kipke, D; Weber, D; Dunson, DB; Carin, L, Multichannel Electrophysiological Spike Sorting via Joint Dictionary
Learning & Mixture Modeling, vol. 61 no. 1
(January, 2014),
pp. 41-54 [doi] [abs]
- Chen, CWS; Dunson, D; Frühwirth-Schnatter, S; Walker, SG, Special issue on Bayesian computing, methods and applications,
Computational Statistics & Data Analysis, vol. 71
(2014),
pp. 273-, ISSN 0167-9473 [doi]
- Armagan, A; Dunson, DB; Lee, J; Bajwa, WU; Strawn, N, Posterior consistency in linear models under shrinkage priors,
Biometrika, vol. 100 no. 4
(December, 2013),
pp. 1011-1018, Oxford University Press (OUP), ISSN 0006-3444 [Gateway.cgi], [doi]
- Canale, A; Dunson, DB, Nonparametric Bayes modelling of count processes,
Biometrika, vol. 100 no. 4
(December, 2013),
pp. 801-816, Oxford University Press (OUP), ISSN 0006-3444 [Gateway.cgi], [doi]
- Salazar, E; Dunson, DB; Carin, L, Analysis of space–time relational data with application to legislative voting,
Computational Statistics & Data Analysis, vol. 68
(December, 2013),
pp. 141-154, Elsevier BV, ISSN 0167-9473 [doi] [abs]
- Hannah, LA; Dunson, DB, Multivariate Convex Regression with Adaptive Partitioning,
Journal of Machine Learning Research, vol. 14
(November, 2013),
pp. 3261-3294, ISSN 1532-4435 [abs]
- Li, D; Longnecker, MP; Dunson, DB, Lipid adjustment for chemical exposures: accounting for concomitant variables.,
Epidemiology (Cambridge, Mass.), vol. 24 no. 6
(November, 2013),
pp. 921-928 [24051893], [doi] [abs]
- Lock, EF; Dunson, DB, Bayesian consensus clustering.,
Bioinformatics (Oxford, England), vol. 29 no. 20
(October, 2013),
pp. 2610-2616 [23990412], [doi] [abs]
- Yu, K; Chen, CWS; Reed, C; Dunson, DB, Bayesian variable selection in quantile regression,
Statistics and Its Interface, vol. 6 no. 2
(July, 2013),
pp. 261-274, International Press of Boston, ISSN 1938-7989 [Gateway.cgi], [doi] [abs]
- Zhu, B; Ashley-Koch, AE; Dunson, DB, Generalized admixture mapping for complex traits.,
G3 (Bethesda, Md.), vol. 3 no. 7
(July, 2013),
pp. 1165-1175 [23665878], [doi] [abs]
- Murray, JS; Dunson, DB; Carin, L; Lucas, JE, Bayesian Gaussian Copula Factor Models for Mixed Data, vol. 108 no. 502
(June, 2013),
pp. 656-665 [1111.0317v2], [doi] [abs]
- Cornelis, B; Yang, Y; Vogelstein, JT; Dooms, A; Daubechies, I; Dunson, D, Bayesian crack detection in ultra high resolution multimodal images of
paintings
(April, 2013) [1304.5894v2] [abs]
- Wang, E; Salazar, E; Dunson, D; Carin, L, Spatio-temporal modeling of legislation and votes,
Bayesian Analysis, vol. 8 no. 1
(March, 2013),
pp. 233-268, Institute of Mathematical Statistics, ISSN 1936-0975 [doi] [abs]
- Page, G; Bhattacharya, A; Dunson, D, Classification via Bayesian Nonparametric Learning of Affine Subspaces,
Journal of the American Statistical Association, vol. 108 no. 501
(March, 2013),
pp. 187-201, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Zhang, J; Grubor, V; Love, CL; Banerjee, A; Richards, KL; Mieczkowski, PA; Dunphy, C; Choi, W; Au, WY; Srivastava, G; Lugar, PL; Rizzieri, DA; Lagoo, AS; Bernal-Mizrachi, L; Mann, KP; Flowers, C; Naresh, K; Evens, A; Gordon, LI; Czader, M; Gill, JI; Hsi, ED; Liu, Q; Fan, A; Walsh, K; Jima, D; Smith, LL; Johnson, AJ; Byrd, JC; Luftig, MA; Ni, T; Zhu, J; Chadburn, A; Levy, S; Dunson, D; Dave, SS, Genetic heterogeneity of diffuse large B-cell lymphoma.,
Proceedings of the National Academy of Sciences of the United States of America, vol. 110 no. 4
(January, 2013),
pp. 1398-1403 [23292937], [doi] [abs]
- Petralia, F; Vogelstein, J; Dunson, DB, Multiscale dictionary learning for estimating conditional distributions,
Advances in Neural Information Processing Systems
(January, 2013), ISSN 1049-5258 [abs]
- Durante, D; Scarpa, B; Dunson, DB, Locally adaptive bayesian multivariate time series,
Advances in Neural Information Processing Systems
(January, 2013), ISSN 1049-5258 [abs]
- Zhu, B; Dunson, DB, Locally Adaptive Bayes Nonparametric Regression via Nested Gaussian Processes.,
Journal of the American Statistical Association, vol. 108 no. 504
(January, 2013), ISSN 0162-1459 [doi] [abs]
- Kunihama, T; Dunson, DB, Bayesian modeling of temporal dependence in large sparse contingency tables.,
Journal of the American Statistical Association, vol. 108 no. 504
(January, 2013),
pp. 1324-1338, ISSN 0162-1459 [doi] [abs]
- Chen, B; Polatkan, G; Sapiro, G; Blei, D; Dunson, D; Carin, L, Deep Learning with Hierarchical Convolutional Factor Analysis.,
Ieee Transactions on Pattern Analysis and Machine Intelligence
(January, 2013) [23319498] [abs]
- Johndrow, JE; Lum, K; Dunson, DB, Diagonal orthant multinomial probit models,
Journal of Machine Learning Research, vol. 31
(January, 2013),
pp. 29-38 [abs]
- Banerjee, A; Murray, J; Dunson, DB, Bayesian learning of joint distributions of objects,
Journal of Machine Learning Research, vol. 31
(January, 2013),
pp. 1-9 [abs]
- Li, D; Longnecker, MP; Dunson, DB, Lipid adjustment for chemical exposures: Accounting for concomitant variables,
Epidemiology (Cambridge, Mass.), vol. 24 no. 6
(2013),
pp. 921-928, ISSN 1044-3983 [doi] [abs]
- Armagan, A; Dunson, DB; Lee, J, Generalized double pareto shrinkage,
Statistica Sinica, vol. 23 no. 1
(2013),
pp. 119-143, ISSN 1017-0405 [doi] [abs]
- Pati, D; Dunson, DB, Bayesian nonparametric regression with varying residual density,
Annals of the Institute of Statistical Mathematics
(2013),
pp. 1-31, ISSN 0020-3157 [doi] [abs]
- Pati, D; Dunson, DB; Tokdar, ST, Posterior consistency in conditional distribution estimation,
Journal of Multivariate Analysis, vol. 116
(2013),
pp. 456-472, ISSN 0047-259X [doi] [abs]
- Banerjee, A; Dunson, DB; Tokdar, ST, Efficient Gaussian process regression for large datasets,
Biometrika, vol. 100 no. 1
(2013),
pp. 75-89 [1106.5779v1], [doi] [abs]
- Zhu, B; Dunson, DB; Ashley-Koch, AE, Adverse subpopulation regression for multivariate outcomes with high-dimensional predictors.,
Statistics in Medicine, vol. 31 no. 29
(December, 2012),
pp. 4102-4113 [22825854], [doi] [abs]
- Petralia, F; Rao, V; Dunson, DB, Repulsive mixtures,
Advances in Neural Information Processing Systems, vol. 3
(December, 2012),
pp. 1889-1897, ISSN 1049-5258 [abs]
- Ding, M; He, L; Dunson, D; Carin, L, Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process.,
Bayesian Analysis, vol. 7 no. 4
(December, 2012),
pp. 813-840, ISSN 1931-6690 [Gateway.cgi], [doi] [abs]
- Love, C; Sun, Z; Jima, D; Li, G; Zhang, J; Miles, R; Richards, KL; Dunphy, CH; Choi, WWL; Srivastava, G; Lugar, PL; Rizzieri, DA; Lagoo, AS; Bernal-Mizrachi, L; Mann, KP; Flowers, CR; Naresh, KN; Evens, AM; Chadburn, A; Gordon, LI; Czader, MB; Gill, JI; Hsi, ED; Greenough, A; Moffitt, AB; McKinney, M; Banerjee, A; Grubor, V; Levy, S; Dunson, DB; Dave, SS, The genetic landscape of mutations in Burkitt lymphoma.,
Nature Genetics, vol. 44 no. 12
(December, 2012),
pp. 1321-1325 [23143597], [doi] [abs]
- Montagna, S; Tokdar, ST; Neelon, B; Dunson, DB, Bayesian latent factor regression for functional and longitudinal data.,
Biometrics, vol. 68 no. 4
(December, 2012),
pp. 1064-1073 [23005895], [doi] [abs]
- Shterev, ID; Dunson, DB, Bayesian watermark attacks,
Proceedings of the 29th International Conference on Machine Learning, Icml 2012, vol. 1
(October, 2012),
pp. 695-702 [abs]
- Zhou, M; Li, L; Dunson, D; Carin, L, Lognormal and gamma mixed negative binomial regression,
Proceedings of the 29th International Conference on Machine Learning, Icml 2012, vol. 2
(October, 2012),
pp. 1343-1350 [repository] [abs]
- Bhattacharya, A; Dunson, D, Nonparametric Bayes classification and hypothesis testing on manifolds,
Journal of Multivariate Analysis, vol. 111
(October, 2012),
pp. 1-19, Elsevier BV, ISSN 0047-259X [doi] [abs]
- Bhattacharya, A; Dunson, DB, Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds.,
Annals of the Institute of Statistical Mathematics, vol. 64 no. 4
(August, 2012),
pp. 687-714, ISSN 0020-3157 [doi] [abs]
- Bhattacharya, A; Dunson, DB, Simplex Factor Models for Multivariate Unordered Categorical Data.,
Journal of the American Statistical Association, vol. 107 no. 497
(March, 2012),
pp. 362-377, ISSN 0162-1459 [doi] [abs]
- Zhou, M; Chen, H; Paisley, J; Ren, L; Li, L; Xing, Z; Dunson, D; Sapiro, G; Carin, L, Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images.,
Ieee Transactions on Image Processing : a Publication of the Ieee Signal Processing Society, vol. 21 no. 1
(January, 2012),
pp. 130-144 [21693421], [doi] [abs]
- Dunson, DB; Xing, C, Nonparametric Bayes Modeling of Multivariate Categorical Data.,
Journal of the American Statistical Association, vol. 104 no. 487
(2009),
pp. 1042-1051, ISSN 0162-1459 [doi] [abs]
- Carin, L; Hero, A; Lucas, J; Dunson, D; Chen, M; Heñao, R; Tibau-Puig, A; Zaas, A; Woods, CW; Ginsburg, GS, High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections.,
Ieee Signal Processing Magazine, vol. 29 no. 1
(January, 2012),
pp. 108-123 [doi]
- Fyshe, A; Fox, E; Dunson, D; Mitchell, T, Hierarchical latent dictionaries for models of brain activation,
Journal of Machine Learning Research, vol. 22
(January, 2012),
pp. 409-421 [abs]
- Zhou, M; Hannah, LA; Dunson, DB; Carin, L, Beta-negative binomial process and poisson factor analysis,
Journal of Machine Learning Research, vol. 22
(January, 2012),
pp. 1462-1471 [abs]
- Fox, EB; Dunson, DB, Multiresolution Gaussian processes,
Advances in Neural Information Processing Systems, vol. 1
(2012),
pp. 737-745, ISSN 1049-5258 [abs]
- Hua, Z; Dunson, DB; Gilmore, JH; Styner, MA; Zhu, H, Semiparametric Bayesian local functional models for diffusion tensor tract statistics,
Neuroimage, vol. 63 no. 1
(2012),
pp. 460-474, ISSN 1053-8119 [doi] [abs]
- Hannah, LA; Dunson, DB, Ensemble methods for convex regression with applications to geometric programming based circuit design,
Proceedings of the 29th International Conference on Machine Learning, ICML 2012, vol. 1
(2012),
pp. 369-376 [abs]
- Canale, A; Dunson, DB, Bayesian Kernel Mixtures for Counts.,
Journal of the American Statistical Association, vol. 106 no. 496
(December, 2011),
pp. 1528-1539, ISSN 0162-1459 [doi] [abs]
- Zhang, XX; Dunson, DB; Carin, L, Hierarchical topic modeling for analysis of time-evolving personal choices,
Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, Nips 2011
(December, 2011) [abs]
- Ren, L; Wang, Y; Dunson, D; Carin, L, The kernel beta process,
Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, Nips 2011
(December, 2011) [abs]
- Zhou, M; Carin, L; Yang, H; Dunson, D; Sapiro, G, Dependent hierarchical beta process for image interpolation and denoising,
Journal of Machine Learning Research, vol. 15
(December, 2011),
pp. 883-891, ISSN 1532-4435 [abs]
- Hannah, LA; Dunson, DB, Approximate dynamic programming for storage problems,
Proceedings of the 28th International Conference on Machine Learning, Icml 2011
(October, 2011),
pp. 337-344 [abs]
- Chen, B; Polatkan, G; Sapiro, G; Dunson, DB; Carin, L, The hierarchical beta process for convolutional factor analysis and deep learning,
Proceedings of the 28th International Conference on Machine Learning, Icml 2011
(October, 2011),
pp. 361-368 [abs]
- Yang, H; O'Brien, S; Dunson, DB, Nonparametric Bayes Stochastically Ordered Latent Class Models.,
Journal of the American Statistical Association, vol. 106 no. 495
(September, 2011),
pp. 807-817, ISSN 0162-1459 [22505787], [doi] [abs]
- Wang, L; Dunson, DB, Semiparametric bayes' proportional odds models for current status data with underreporting.,
Biometrics, vol. 67 no. 3
(September, 2011),
pp. 1111-1118, ISSN 0006-341X [doi] [abs]
- Zhou, M; Yang, H; Sapiro, G; Dunson, D; Carin, L, Covariate-dependent dictionary learning and sparse coding,
2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp)
(August, 2011),
pp. 5824-5827, IEEE, ISSN 1520-6149 [doi] [abs]
- Armagan, A; Dunson, D, Sparse variational analysis of linear mixed models for large data sets,
Statistics & Probability Letters, vol. 81 no. 8
(August, 2011),
pp. 1056-1062, Elsevier BV, ISSN 0167-7152 [doi] [abs]
- Xing, C; Dunson, DB, Bayesian inference for genomic data integration reduces misclassification rate in predicting protein-protein interactions.,
Plos Computational Biology, vol. 7 no. 7
(July, 2011),
pp. e1002110 [21829334], [doi] [abs]
- Bhattacharya, A; Dunson, DB, Sparse Bayesian infinite factor models.,
Biometrika, vol. 98 no. 2
(June, 2011),
pp. 291-306, ISSN 0006-3444 [23049129], [doi] [abs]
- Page, GL; Dunson, DB, Bayesian Local Contamination Models for Multivariate Outliers.,
Technometrics, vol. 53 no. 2
(May, 2011),
pp. 152-162, ISSN 0040-1706 [doi] [abs]
- Dzirasa, K; McGarity, DL; Bhattacharya, A; Kumar, S; Takahashi, JS; Dunson, D; McClung, CA; Nicolelis, MAL, Impaired limbic gamma oscillatory synchrony during anxiety-related behavior in a genetic mouse model of bipolar mania.,
The Journal of Neuroscience : the Official Journal of the Society for Neuroscience, vol. 31 no. 17
(April, 2011),
pp. 6449-6456 [21525286], [doi] [abs]
- Rodríguez, A; Dunson, DB, Nonparametric Bayesian models through probit stick-breaking processes.,
Bayesian Analysis, vol. 6 no. 1
(March, 2011),
pp. 145-178, ISSN 1936-0975 [doi] [abs]
- Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L, Erratum: Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds (IEEE Transactions Signal Processing (2011)) 58,12 (6140-6155)),
Ieee Transactions on Signal Processing, vol. 59 no. 3
(March, 2011),
pp. 1329, Institute of Electrical and Electronics Engineers (IEEE), ISSN 1053-587X [doi]
- Carin, L; Baraniuk, RG; Cevher, V; Dunson, D; Jordan, MI; Sapiro, G; Wakin, MB, Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements.,
Ieee Signal Processing Magazine, vol. 28 no. 2
(March, 2011),
pp. 39-51, ISSN 1053-5888 [doi] [abs]
- Ren, L; Du, L; Carin, L; Dunson, DB, Logistic Stick-Breaking Process.,
Journal of Machine Learning Research, vol. 12 no. Jan
(January, 2011),
pp. 203-239, ISSN 1532-4435 [abs]
- Gordon, GJ; Dunson, D, Preface to the proceedings of AISTATS 2011,
Journal of Machine Learning Research, vol. 15
(2011),
pp. 1-2, ISSN 1532-4435
- Pati, D; Reich, BJ; Dunson, DB, Bayesian geostatistical modelling with informative sampling locations,
Biometrika, vol. 98 no. 1
(2011),
pp. 35-48, ISSN 0006-3444 [doi] [abs]
- Wang, L; Dunson, DB, Bayesian isotonic density regression,
Biometrika, vol. 98 no. 3
(2011),
pp. 537-551, ISSN 0006-3444 [doi] [abs]
- Armagan, A; Dunson, DB; Clyde, MA, Generalized Beta Mixtures of Gaussians, edited by Shawe-Taylor, J; Zemel, RS; Bartlett, PL,
Advances in Neural Information Processing Systems, vol. 24
(2011),
pp. 523-531, Neural Information Processing Systems Foundation, Inc [abs]
- Chen, H; Dunson, DB; Carin, L, Topic modeling with nonparametric Markov tree,
Proceedings of the 28th International Conference on Machine Learning, ICML 2011
(2011),
pp. 377-384 [abs]
- Zhang, X; Dunson, DB; Carin, L, Tree-structured infinite sparse factor model,
Proceedings of the 28th International Conference on Machine Learning, ICML 2011
(2011),
pp. 785-792 [abs]
- Chen, M; Zaas, A; Woods, C; Ginsburg, GS; Lucas, J; Dunson, D; Carin, L, Predicting viral infection from high-dimensional biomarker trajectories,
Journal of the American Statistical Association, vol. 106 no. 496
(2011),
pp. 1259-1279, ISSN 0162-1459 [doi] [abs]
- Zhou, M; Wang, C; Chen, M; Paisley, J; Dunson, D; Carin, L, Nonparametric bayesian matrix completion,
2010 Ieee Sensor Array and Multichannel Signal Processing Workshop, Sam 2010
(December, 2010),
pp. 213-216, IEEE [doi] [abs]
- Wang, E; Liu, D; Silva, J; Dunson, D; Carin, L, Joint analysis of time-evolving binary matrices and associated documents,
Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, Nips 2010
(December, 2010) [abs]
- Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L, Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.,
Ieee Transactions on Signal Processing, vol. 58 no. 12
(December, 2010),
pp. 6140-6155, ISSN 1053-587X [doi] [abs]
- Chen, B; Chen, M; Paisley, J; Zaas, A; Woods, C; Ginsburg, GS; Hero, A; Lucas, J; Dunson, D; Carin, L, Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies.,
Bmc Bioinformatics, vol. 11
(November, 2010),
pp. 552 [21062443], [doi] [abs]
- Blei, D; Carin, L; Dunson, D, Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.,
Ieee Signal Processing Magazine, vol. 27 no. 6
(November, 2010),
pp. 55-65, ISSN 1053-5888 [doi] [abs]
- Yang, M; Dunson, DB; Baird, D, Semiparametric Bayes hierarchical models with mean and variance constraints.,
Computational Statistics & Data Analysis, vol. 54 no. 9
(September, 2010),
pp. 2172-2186, ISSN 0167-9473 [doi] [abs]
- Mitra, R; Dunson, D, Two-level stochastic search variable selection in GLMs with missing predictors,
International Journal of Biostatistics, vol. 6 no. 1
(2010), ISSN 1557-4679 [doi] [abs]
- Gordon, GJ; Dunson, D, Preface to the Proceedings of AISTATS 2011,
Journal of Machine Learning Research, vol. 9
(2010),
pp. 1-2, ISSN 1532-4435
- Stanford, JB; Mikolajczyk, RT; Dunson, DB, Are Chinese people really more fertile?,
Fertility and Sterility, vol. 94 no. 3
(2010),
pp. e58, ISSN 0015-0282 [doi]
- Wang, C; Liao, X; Carin, L; Dunson, DB, Classification with incomplete data using dirichlet process priors,
Journal of Machine Learning Research, vol. 11
(2010),
pp. 3269-3311, ISSN 1532-4435 [abs]
- Dunson, DB, Comment on article by Craigmile et al.,
Bayesian Analysis, vol. 4 no. 1
(December, 2009),
pp. 41-44, Institute of Mathematical Statistics, ISSN 1936-0975 [doi]
- Wang, C; An, Q; Carin, L; Dunson, DB, Multi-task classification with infinite local experts,
2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp)
(September, 2009),
pp. 1569-1572, IEEE, ISSN 1520-6149 [doi] [abs]
- Baird, DD; Travlos, G; Wilson, R; Dunson, DB; Hill, MC; D'Aloisio, AA; London, SJ; Schectman, JM, Uterine leiomyomata in relation to insulin-like growth factor-I, insulin, and diabetes.,
Epidemiology (Cambridge, Mass.), vol. 20 no. 4
(July, 2009),
pp. 604-610, ISSN 1044-3983 [doi] [abs]
- Ghosh, J; Dunson, DB, Default Prior Distributions and Efficient Posterior Computation in Bayesian Factor Analysis.,
Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America, vol. 18 no. 2
(2009),
pp. 306-320, ISSN 1061-8600 [doi] [abs]
- Dunson, DB, Bayesian nonparametric hierarchical modeling.,
Biometrical Journal, vol. 51 no. 2
(April, 2009),
pp. 273-284 [19358217], [doi] [abs]
- Lu Ren, ; Dunson, DB; Lindroth, S; Carin, L, Music analysis with a Bayesian dynamic model,
2009 Ieee International Conference on Acoustics, Speech and Signal Processing
(April, 2009),
pp. 1681-1684, IEEE, ISSN 1520-6149 [doi] [abs]
- Bigelow, JL; Dunson, DB, Bayesian semiparametric joint models for functional predictors,
Journal of the American Statistical Association, vol. 104 no. 485
(2009),
pp. 26-36, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Ji, S; Dunson, D; Carin, L, Multitask compressive sensing,
Ieee Transactions on Signal Processing, vol. 57 no. 1
(January, 2009),
pp. 92-106, Institute of Electrical and Electronics Engineers (IEEE), ISSN 1053-587X [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE, Bayesian Nonparametric Functional Data Analysis Through Density Estimation.,
Biometrika, vol. 96 no. 1
(January, 2009),
pp. 149-162, ISSN 0006-3444 [doi] [abs]
- Dunson, DB, Nonparametric Bayes local partition models for random effects.,
Biometrika, vol. 96 no. 2
(2009),
pp. 249-262, ISSN 0006-3444 [doi] [abs]
- Rodriguez, A; Dunson, DB; Taylor, J, Bayesian hierarchically weighted finite mixture models for samples of distributions,
Biostatistics (Oxford, England), vol. 10 no. 1
(2009),
pp. 155-171, ISSN 1465-4644 [doi] [abs]
- Scarpa, B; Dunson, DB, Bayesian hierarchical functional data analysis via contaminated informative priors,
Biometrics, vol. 65 no. 3
(2009),
pp. 772-780, ISSN 0006-341X [doi] [abs]
- Dunson, DB; Peddada, SD, Bayesian nonparametric inference on stochastic ordering,
Biometrika, vol. 95 no. 4
(2008),
pp. 859-874, Oxford University Press (OUP), ISSN 0006-3444 [doi] [abs]
- Dunson, DB; Herring, AH; Siega-Riz, AM, Bayesian inference on changes in response densities over predictor clusters,
Journal of the American Statistical Association, vol. 103 no. 484
(2008),
pp. 1508-1517, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Qi, Y; Liu, D; Dunson, D; Carin, L, Multi-task compressive sensing with dirichlet process priors,
Proceedings of the 25th International Conference on Machine Learning
(November, 2008),
pp. 768-775 [abs]
- An, Q; Wang, C; Shterev, I; Wang, E; Carin, L; Dunson, DB, Hierarchical kernel stick-breaking process for multi-task image analysis,
Proceedings of the 25th International Conference on Machine Learning
(November, 2008),
pp. 17-24 [abs]
- Ren, L; Dunson, DB; Carin, L, The dynamic hierarchical Dirichlet process,
Proceedings of the 25th International Conference on Machine Learning
(November, 2008),
pp. 824-831 [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE, The nested dirichlet process,
Journal of the American Statistical Association, vol. 103 no. 483
(September, 2008),
pp. 1131-1144, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE, The nested Dirichlet process: Rejoinder,
Journal of the American Statistical Association, vol. 103 no. 483
(September, 2008),
pp. 1153-1154, Informa UK Limited, ISSN 0162-1459 [doi]
- Ni, K; Paisley, J; Carin, L; Dunson, D, Multi-task learning for analyzing and sorting large databases of sequential data,
Ieee Transactions on Signal Processing, vol. 56 no. 8 II
(August, 2008),
pp. 3918-3931, Institute of Electrical and Electronics Engineers (IEEE), ISSN 1053-587X [doi] [abs]
- Elliott, L; Henderson, J; Northstone, K; Chiu, GY; Dunson, D; London, SJ, Prospective study of breast-feeding in relation to wheeze, atopy, and bronchial hyperresponsiveness in the Avon Longitudinal Study of Parents and Children (ALSPAC).,
Journal of Allergy and Clinical Immunology, vol. 122 no. 1
(July, 2008),
pp. 49-54.e3, ISSN 0091-6749 [doi] [abs]
- Dunson, DB; Herring, AH; Engel, SM, Bayesian Selection and Clustering of Polymorphisms in Functionally Related Genes,
Journal of the American Statistical Association, vol. 103 no. 482
(2008),
pp. 534-546, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Dunson, DB; Park, JH, Kernel stick-breaking processes,
Biometrika, vol. 95 no. 2
(2008),
pp. 307-323, Oxford University Press (OUP), ISSN 0006-3444 [doi] [abs]
- Dunson, DB, Comment,
Journal of the American Statistical Association, vol. 103 no. 481
(March, 2008),
pp. 40-41, Informa UK Limited, ISSN 0162-1459 [doi]
- Dunson, DB; Xue, Y; Carin, L, The matrix stick-breaking process: Flexible Bayes meta-analysis,
Journal of the American Statistical Association, vol. 103 no. 481
(March, 2008),
pp. 317-327, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Rodriguez, A; Dunson, DB; Gelfand, AE, Nonparametric functional data analysis through Bayesian density estimation,
Biometrika, vol. 96
(2008),
pp. 149-162
- Rodriguez, A; Dunson, DB; Gelfand, AE, The nested Dirichlet process (with discussion),
Journal of the American Statistical Association
(2008)
- Pennell, ML; Dunson, DB, Nonparametric Bayes testing of changes in a response distribution with an ordinal predictor,
Biometrics, vol. 64 no. 2
(2008),
pp. 413-423, ISSN 0006-341X [doi] [abs]
- Palomo, J; Dunson, DB; Bollen, K, Bayesian Structural Equation Modeling
(December, 2007),
pp. 163-188, Elsevier [doi] [abs]
- Cai, B; Dunson, DB, Bayesian Multivariate Isotonic Regression Splines,
Journal of the American Statistical Association, vol. 102 no. 480
(December, 2007),
pp. 1158-1171, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Kinney, SK; Dunson, DB, Fixed and random effects selection in linear and logistic models.,
Biometrics, vol. 63 no. 3
(September, 2007),
pp. 690-698, ISSN 0006-341X [17403104], [doi] [abs]
- Bigelow, JL; Dunson, DB, Bayesian adaptive regression splines for hierarchical data.,
Biometrics, vol. 63 no. 3
(September, 2007),
pp. 724-732, ISSN 0006-341X [17403106], [doi] [abs]
- Xue, Y; Dunson, D; Carin, L, The matrix stick-breaking process for flexible multi-task learning,
Acm International Conference Proceeding Series, vol. 227
(August, 2007),
pp. 1063-1070, ACM Press [doi] [abs]
- Ni, K; Carin, L; Dunson, D, Multi-task learning for sequential data via iHMMs and the nested Dirichlet process,
Acm International Conference Proceeding Series, vol. 227
(August, 2007),
pp. 689-696, ACM Press [doi] [abs]
- Dunson, DB; Pillai, N; Park, JH, Bayesian density regression,
Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 69 no. 2
(April, 2007),
pp. 163-183, WILEY, ISSN 1369-7412 [doi] [abs]
- MacLehose, RF; Dunson, DB; Herring, AH; Hoppin, JA, Bayesian methods for highly correlated exposure data.,
Epidemiology (Cambridge, Mass.), vol. 18 no. 2
(March, 2007),
pp. 199-207, ISSN 1044-3983 [doi] [abs]
- Baird, DD; Dunson, DB; Hill, MC; Cousins, D; Schectman, JM, Association of physical activity with development of uterine leiomyoma,
American Journal of Epidemiology, vol. 165 no. 2
(2007),
pp. 157-163, ISSN 0002-9262 [doi] [abs]
- Scarpa, B; Dunson, DB, Bayesian methods for searching for optimal rules for timing intercourse to achieve pregnancy,
Statistics in Medicine, vol. 26 no. 9
(2007),
pp. 1920-1936, ISSN 0277-6715 [doi] [abs]
- Stanford, JB; Dunson, DB, Effects of sexual intercourse patterns in time to pregnancy studies,
American Journal of Epidemiology, vol. 165 no. 9
(2007),
pp. 1088-1095, ISSN 0002-9262 [doi] [abs]
- Dunson, DB, Bayesian methods for latent trait modelling of longitudinal data,
Statistical Methods in Medical Research, vol. 16 no. 5
(2007),
pp. 399-415, ISSN 0962-2802 [doi] [abs]
- Scarpa, B; Dunson, DB; Giacchi, E, Bayesian selection of optimal rules for timing intercourse to conceive by using calendar and mucus,
Fertility and Sterility, vol. 88 no. 4
(2007),
pp. 915-924, ISSN 0015-0282 [doi] [abs]
- Pennell, ML; Dunson, DB, Fitting semiparametric random effects models to large data sets,
Biostatistics (Oxford, England), vol. 8 no. 4
(2007),
pp. 821-834, ISSN 1465-4644 [doi] [abs]
- Dunson, DB, Empirical bayes density regression,
Statistica Sinica, vol. 17 no. 2
(2007),
pp. 481-504, ISSN 1017-0405 [abs]
- Stanford, JB; Dunson, DB, Paediatric and Perinatal Epidemiology: Foreword,
Paediatric and Perinatal Epidemiology, vol. 20 no. SUPPL. 1
(November, 2006),
pp. 1-2, WILEY, ISSN 0269-5022 [doi]
- O'Brien, SM; Kupper, LL; Dunson, DB, Performance of tests of association in misspecified generalized linear models,
Journal of Statistical Planning and Inference, vol. 136 no. 9
(September, 2006),
pp. 3090-3100, Elsevier BV, ISSN 0378-3758 [doi] [abs]
- Chen, Z; Dunson, DB, The authors replied as follows:,
Biometrics, vol. 62 no. 2
(June, 2006),
pp. 623-624, WILEY, ISSN 0006-341X [doi]
- Dunson, DB, Editorial,
Statistical Methods in Medical Research, vol. 15 no. 2
(April, 2006),
pp. 91-92, SAGE Publications, ISSN 0962-2802 [doi]
- Baird, DD; Kesner, JS; Dunson, DB, Luteinizing hormone in premenopausal women may stimulate uterine leiomyomata development.,
Journal of the Society for Gynecologic Investigation, vol. 13 no. 2
(February, 2006),
pp. 130-135, ISSN 1071-5576 [doi] [abs]
- Scarpa, B; Dunson, DB; Colombo, B, Cervical mucus secretions on the day of intercourse: An accurate marker of highly fertile days,
European Journal of Obstetrics Gynecology and Reproductive Biology, vol. 125 no. 1
(2006),
pp. 72-78 [doi] [abs]
- Stanford, JB; Dunson, DB, Foreword. Expanding Methodologies for Capturing Day-Specific Probabilities of Conception.,
Paediatric and Perinatal Epidemiology, vol. 20 Suppl 1
(2006),
pp. 1-2, ISSN 0269-5022
- Scarpa, B; Dunson, DB, Bayesian selection of predictors of conception probabilities across the menstrual cycle,
Paediatric and Perinatal Epidemiology, vol. 20 no. SUPPL. 1
(2006),
pp. 30-37, ISSN 0269-5022 [doi] [abs]
- Pennell, ML; Dunson, DB, Bayesian semiparametric dynamic frailty models for multiple event time data,
Biometrics, vol. 62 no. 4
(2006),
pp. 1044-1052+1284, ISSN 0006-341X [html], [doi] [abs]
- Cai, B; Dunson, DB, Bayesian covariance selection in generalized linear mixed models,
Biometrics, vol. 62 no. 2
(2006),
pp. 446-457, ISSN 0006-341X [html], [doi] [abs]
- Dunson, DB, Bayesian dynamic modeling of latent trait distributions,
Biostatistics (Oxford, England), vol. 7 no. 4
(2006),
pp. 551-568, ISSN 1465-4644 [doi] [abs]
- Hans, C; Dunson, DB, Bayesian inferences on umbrella orderings.,
Biometrics, vol. 61 no. 4
(December, 2005),
pp. 1018-1026, ISSN 0006-341X [16401275], [doi] [abs]
- Peddada, SD; Dunson, DB; Tan, X, Estimation of order-restricted means from correlated data,
Biometrika, vol. 92 no. 3
(September, 2005),
pp. 703-715, Oxford University Press (OUP) [doi] [abs]
- Dunson, DB, Bayesian Semiparametric Isotonic Regression for Count Data,
Journal of the American Statistical Association, vol. 100 no. 470
(June, 2005),
pp. 618-627, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Dunson, DB; Taylor, JA, Approximate Bayesian inference for quantiles,
Journal of Nonparametric Statistics, vol. 17 no. 3
(April, 2005),
pp. 385-400, Informa UK Limited [doi] [abs]
- Longnecker, MP; Klebanoff, MA; Dunson, DB; Guo, X; Chen, Z; Zhou, H; Brock, JW, Maternal serum level of the DDT metabolite DDE in relation to fetal loss in previous pregnancies.,
Environmental Research, vol. 97 no. 2
(February, 2005),
pp. 127-133, ISSN 0013-9351 [doi] [abs]
- Dunson, DB, Bayesian Biostatistics,
Handbook of Statistics, vol. 25
(2005),
pp. 743-761, Elsevier, ISSN 0169-7161 [doi] [abs]
- Dunson, DB; Herring, AH, Bayesian latent variable models for mixed discrete outcomes,
Biostatistics, vol. 6 no. 1
(2005),
pp. 11-25 [doi] [abs]
- Dunson, DB; Stanford, JB, Bayesian inferences on predictors of conception probabilities,
Biometrics, vol. 61 no. 1
(2005),
pp. 126-133 [doi] [abs]
- Dunson, DB; Herring, AH, Bayesian model selection and averaging in additive and proportional hazards models,
Lifetime Data Analysis, vol. 11 no. 2
(2005),
pp. 213-232 [doi] [abs]
- Gunn, LH; Dunson, DB, A transformation approach for incorporating monotone or unimodal constraints,
Biostatistics (Oxford, England), vol. 6 no. 3
(2005),
pp. 434-449, ISSN 1465-4644 [doi] [abs]
- Law, DCG; Klebanoff, MA; Brock, JW; Dunson, DB; Longnecker, MP, Maternal serum levels of polychlorinated biphenyls and 1,1-dichloro-2,2- bis(p-chlorophenyl)ethylene (DDE) and time to pregnancy,
American Journal of Epidemiology, vol. 162 no. 6
(2005),
pp. 523-532 [doi] [abs]
- Gueorguieva, RV; Chen, Z; Dunson, DB, Comments about joint modeling of cluster size and binary and continuous subunit-specific outcomes,
Biometrics, vol. 61 no. 3
(2005),
pp. 862-867+896, ISSN 0006-341X [doi] [abs]
- Dunson, DB; Bigelow, JL; Colombo, B, Reduced fertilization rates in older men when cervical mucus is suboptimal,
Obstetrics and Gynecology, vol. 105 no. 4
(2005),
pp. 788-793, ISSN 0029-7844 [doi] [abs]
- O'Brien, SM; Dunson, DB, Bayesian multivariate logistic regression.,
Biometrics, vol. 60 no. 3
(September, 2004),
pp. 739-746, ISSN 0006-341X [15339297], [doi] [abs]
- Slama, R; Ducot, B; Keiding, N; Bouyer, J, Studying human fertility and environmental exposures.,
Environmental Health Perspectives, vol. 112 no. 11
(August, 2004),
pp. A604, ISSN 0091-6765 [doi]
- Wilcox, AJ; Baird, DD; Dunson, DB; McConnaughey, DR; Kesner, JS; Weinberg, CR, On the frequency of intercourse around ovulation: evidence for biological influences.,
Human Reproduction, vol. 19 no. 7
(July, 2004),
pp. 1539-1543, ISSN 0268-1161 [15190016], [doi] [abs]
- Bigelow, JL; Dunson, DB; Stanford, JB; Ecochard, R; Gnoth, C; Colombo, B, Mucus observations in the fertile window: a better predictor of conception than timing of intercourse.,
Human Reproduction, vol. 19 no. 4
(April, 2004),
pp. 889-892 [doi] [abs]
- Dunson, DB; Baird, DD; Colombo, B, Increased infertility with age in men and women.,
Obstetrics and Gynecology, vol. 103 no. 1
(January, 2004),
pp. 51-56 [doi] [abs]
- Tingen, C; Stanford, JB; Dunson, DB, Methodologic and statistical approaches to studying human fertility and environmental exposure,
Environmental Health Perspectives, vol. 112 no. 1
(2004),
pp. 87-93 [abs]
- Neelon, B; Dunson, DB, Bayesian isotonic regression and trend analysis,
Biometrics, vol. 60 no. 2
(2004),
pp. 398-406 [doi] [abs]
- Chen, Z; Dunson, DB, Bayesian estimation of survival functions under stochastic precedence,
Lifetime Data Analysis, vol. 10 no. 2
(2004),
pp. 159-173 [doi] [abs]
- Dunson, DB; Chen, Z, Selecting factors predictive of heterogeneity in multivariate event time data,
Biometrics, vol. 60 no. 2
(2004),
pp. 352-358 [doi] [abs]
- Dunson, DB; Holloman, C; Calder, C; Gunn, LH, Bayesian modeling of multiple lesion onset and growth from interval-censored data,
Biometrics, vol. 60 no. 3
(2004),
pp. 676-683, ISSN 0006-341X [doi] [abs]
- Herring, AH; Dunson, DB; Dole, N, Modeling the effects of a bidirectional latent predictor from multivariate questionnaire data,
Biometrics, vol. 60 no. 4
(2004),
pp. 926-935, ISSN 0006-341X [doi] [abs]
- Dunson, DB, Dynamic Latent Trait Models for Multidimensional Longitudinal Data,
Journal of the American Statistical Association, vol. 98 no. 463
(September, 2003),
pp. 555-563, Informa UK Limited [doi] [abs]
- Dunson, DB; Colombo, B, Bayesian Modeling of Markers of Day-Specific Fertility,
Journal of the American Statistical Association, vol. 98 no. 461
(March, 2003),
pp. 28-37, Informa UK Limited [doi] [abs]
- Baird, DD; Dunson, DB, Why is parity protective for uterine fibroids?,
Epidemiology (Cambridge, Mass.), vol. 14 no. 2
(March, 2003),
pp. 247-250 [doi] [abs]
- Baird, DD; Dunson, DB; Hill, MC; Cousins, D; Schectman, JM, High cumulative incidence of uterine leiomyoma in black and white women: ultrasound evidence.,
American Journal of Obstetrics and Gynecology, vol. 188 no. 1
(January, 2003),
pp. 100-107 [doi] [abs]
- Dunson, DB, Incorporating heterogeneous intercourse records into time to pregnancy models,
Mathematical Population Studies, vol. 10 no. 2
(January, 2003),
pp. 127-143, Informa UK Limited, ISSN 0889-8480 [doi] [abs]
- Trouba, K; Nyska, A; Styblo, M; Dunson, D; Lomnitski, L; Grossman, S; Moser, G; Suttie, A; Patterson, R; Walton, F; Germolec, D, Effect of antioxidants on the papilloma response and liver glutathione modulation mediated by arsenic in Tg.AC transgenic mice
(2003),
pp. 283-293, Elsevier [doi] [abs]
- Chulada, PC; Jr, SJA; Dunson, D; Zeldin, DC, Breast-feeding and the prevalence of asthma and wheeze in children: Analyses from the Third National Health and Nutrition Examination Survey, 1988-1994,
Journal of Allergy and Clinical Immunology, vol. 111 no. 2
(2003),
pp. 328-336 [doi] [abs]
- Dunson, DB; Chulada, P; Jr, SJA, Bayesian modeling of time-varying and waning exposure effects,
Biometrics, vol. 59 no. 1
(2003),
pp. 83-91 [doi] [abs]
- Stanford, JB; Smith, KR; Dunson, DB, Vulvar mucus observations and the probability of pregnancy,
Obstetrics and Gynecology, vol. 101 no. 6
(2003),
pp. 1285-1293 [doi] [abs]
- Dunson, DB; Chen, Z; Harry, J, A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes,
Biometrics, vol. 59 no. 3
(2003),
pp. 521-530 [doi] [abs]
- Dunson, DB; Watson, M; Taylor, JA, Bayesian latent variable models for median regression on multiple outcomes,
Biometrics, vol. 59 no. 2
(2003),
pp. 296-304 [doi] [abs]
- Dunson, DB; Neelon, B, Bayesian inference on order-constrained parameters in generalized linear models,
Biometrics, vol. 59 no. 2
(2003),
pp. 286-295 [doi] [abs]
- Dunson, DB; Herring, AH, Bayesian Inferences in the Cox Model for Order-Restricted Hypotheses,
Biometrics, vol. 59 no. 4
(2003),
pp. 916-923 [doi] [abs]
- Chen, Z; Dunson, DB, Random Effects Selection in Linear Mixed Models,
Biometrics, vol. 59 no. 4
(2003),
pp. 762-769 [doi] [abs]
- Dunson, DB; Colombo, B; Baird, DD, Changes with age in the level and duration of fertility in the menstrual cycle.,
Human Reproduction, vol. 17 no. 5
(May, 2002),
pp. 1399-1403, ISSN 0268-1161 [doi] [abs]
- Zeise, L; Hattis, D; Andersen, M; Bailer, AJ; Bayard, S; Chen, C; Clewell, H; Conolly, R; Crump, K; Dunson, D; Finkel, A; Haber, L; Jarabek, AM; Kodell, R; Krewski, D; Thomas, D; Thorslund, T; Wassell, JT, Improving Risk Assessment: Research Opportunities in Dose Response Modeling to Improve Risk Assessment,
Human and Ecological Risk Assessment: an International Journal, vol. 8 no. 6
(May, 2002),
pp. 1421-1444, Informa UK Limited, ISSN 1080-7039 [doi] [abs]
- Dunson, DB; Colombo, B, TwoDay Algorithm in predicting fertile time (multiple letters),
Human Reproduction, vol. 17 no. 7
(2002),
pp. 1925-1926, ISSN 0268-1161
- Dunson, DB; Dinse, GE, Bayesian models for multivariate current status data with informative censoring,
Biometrics, vol. 58 no. 1
(2002),
pp. 79-88, ISSN 0006-341X [abs]
- Dunson, DB; Baird, DD, A proportional hazards model for incidence and induced remission of disease,
Biometrics, vol. 58 no. 1
(2002),
pp. 71-78, ISSN 0006-341X [abs]
- Dollé, MET; Snyder, WK; Dunson, DB; Vijg, J, Mutational fingerprints of aging,
Nucleic Acids Research, vol. 30 no. 2
(2002),
pp. 545-549, ISSN 0305-1048 [abs]
- Tiano, HF; Loftin, CD; Akunda, J; Lee, CA; Spalding, J; Sessoms, A; Dunson, DB; Rogan, EG; Morham, SG; Smart, RC; Langenbach, R, Deficiency of either cyclooxygenase (COX)-1 or COX-2 alters epidermal differentiation and reduces mouse skin tumorigenesis,
Cancer Research, vol. 62 no. 12
(2002),
pp. 3395-3401 [abs]
- Dunson, DB; Baird, DD, Bayesian modeling of incidence and progression of disease from cross-sectional data,
Biometrics, vol. 58 no. 4
(2002),
pp. 813-822 [abs]
- Wilcox, AJ; Baird, DD; Dunson, D; McChesney, R; Weinberg, CR, Natural limits of pregnancy testing in relation to the expected menstrual period.,
Jama, vol. 286 no. 14
(October, 2001),
pp. 1759-1761, ISSN 0098-7484 [doi] [abs]
- Nyska, A; Lomnitski, L; Spalding, J; Dunson, DB; Goldsworthy, TL; Ben-Shaul, V; Grossman, S; Bergman, M; Boorman, G, Erratum to “Topical and oral administration of the natural water-soluble antioxidant from spinach reduces the multiplicity of papillomas in the Tg.AC mouse model”,
Toxicology Letters, vol. 123 no. 2-3
(September, 2001),
pp. 237-237, Elsevier BV, ISSN 0378-4274 [doi]
- Robbins, WA; Witt, KL; Haseman, JK; Dunson, DB; Troiani, L; Cohen, MS; Hamilton, CD; Perreault, SD; Libbus, B; Beyler, SA; Raburn, DJ; Tedder, ST; Shelby, MD; Bishop, JB, Antiretroviral therapy effects on genetic and morphologic end points in lymphocytes and sperm of men with human immunodeficiency virus infection.,
The Journal of Infectious Diseases, vol. 184 no. 2
(July, 2001),
pp. 127-135, ISSN 0022-1899 [11424008], [doi] [abs]
- Dunson, DB, Commentary: practical advantages of Bayesian analysis of epidemiologic data.,
American Journal of Epidemiology, vol. 153 no. 12
(June, 2001),
pp. 1222-1226 [doi] [abs]
- Dunson, DB; Dinse, GE, Bayesian incidence analysis of animal tumorigenicity data,
Journal of the Royal Statistical Society. Series C, Applied Statistics, vol. 50 no. 2
(May, 2001),
pp. 125-141, WILEY [doi] [abs]
- Nyska, A; Lomnitski, L; Spalding, J; Dunson, DB; Goldsworthy, TL; Ben-Shaul, V; Grossman, S; Bergman, M; Boorman, G, Topical and oral administration of the natural water-soluble antioxidant from spinach reduces the multiplicity of papillomas in the Tg.AC mouse model.,
Toxicology Letters, vol. 122 no. 1
(May, 2001),
pp. 33-44, ISSN 0378-4274 [doi] [abs]
- Wilcox, AJ; Dunson, DB; Weinberg, CR; Trussell, J; Baird, DD, Likelihood of conception with a single act of intercourse: providing benchmark rates for assessment of post-coital contraceptives.,
Contraception, vol. 63 no. 4
(April, 2001),
pp. 211-215, ISSN 0010-7824 [11376648], [doi] [abs]
- Dunson, DB, Modeling of changes in tumor burden,
Journal of Agricultural, Biological, and Environmental Statistics, vol. 6 no. 1
(March, 2001),
pp. 38-48, Springer Nature [doi] [abs]
- Dunson, DB; Sinai, I; Colombo, B, The relationship between cervical secretions and the daily probabilities of pregnancy: Effectiveness of the TwoDay Algorithm,
Human Reproduction, vol. 16 no. 11
(2001),
pp. 2278-2282, ISSN 0268-1161 [abs]
- Dunson, DB, Bayesian modeling of the level and duration of fertility in the menstrual cycle,
Biometrics, vol. 57 no. 4
(2001),
pp. 1067-1073 [abs]
- Dunson, DB; Perreault, SD, Factor analytic models of clustered multivariate data with informative censoring,
Biometrics, vol. 57 no. 1
(2001),
pp. 302-308, ISSN 0006-341X [abs]
- Dunson, DB; Weinberg, CR; Baird, DD; Kesner, JS; Wilcox, AJ, Assessing human fertility using several markers of ovulation,
Statistics in Medicine, vol. 20 no. 6
(2001),
pp. 965-978, ISSN 0277-6715 [doi] [abs]
- Dunson, DB; Baird, DD, A flexible parametric model for combining current status and age at first diagnosis data,
Biometrics, vol. 57 no. 2
(2001),
pp. 396-403 [abs]
- Dunson, DB; Zhou, H, A Bayesian Model for Fecundability and Sterility,
Journal of the American Statistical Association, vol. 95 no. 452
(December, 2000),
pp. 1054-1062, Informa UK Limited, ISSN 0162-1459 [doi] [abs]
- Wilcox, AJ; Dunson, D; Baird, DD, The timing of the "fertile window" in the menstrual cycle: day specific estimates from a prospective study.,
Bmj (Clinical Research Ed.), vol. 321 no. 7271
(November, 2000),
pp. 1259-1262, ISSN 0959-8146 [doi] [abs]
- Dunson, DB; Haseman, JK; van Birgelen, AP; Stasiewicz, S; Tennant, RW, Statistical analysis of skin tumor data from Tg.AC mouse bioassays.,
Toxicological Sciences, vol. 55 no. 2
(June, 2000),
pp. 293-302 [doi] [abs]
- Dunson, DB, Bayesian latent variable models for clustered mixed outcomes,
Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 62 no. 2
(May, 2000),
pp. 355-366, WILEY [doi] [abs]
- Weinberg, CR; Dunson, DB, Some Issues in Assessing Human Fertility,
in Statistics in the 21st Century,
Journal of the American Statistical Association, vol. 95 no. 449
(March, 2000),
pp. 300-303, Informa UK Limited, ISSN 0162-1459, ISBN 9781420035391 [doi] [abs]
- Dunson, DB, Models for papilloma multiplicity and regression: applications to transgenic mouse studies,
Journal of the Royal Statistical Society. Series C, Applied Statistics, vol. 49 no. 1
(February, 2000),
pp. 19-30, WILEY [doi] [abs]
- Dunson, DB; Weinberg, CR, Modeling human fertility in the presence of measurement error,
Biometrics, vol. 56 no. 1
(2000),
pp. 288-292, ISSN 0006-341X [abs]
- Dunson, DB; Weinberg, CR, Accounting for unreported and missing intercourse in human fertility studies,
Statistics in Medicine, vol. 19 no. 5
(2000),
pp. 665-679, ISSN 0277-6715 [doi] [abs]
- Dunson, DB; Dinse, GE, Distinguishing effects on tumor multiplicity and growth rate in chemoprevention experiments,
Biometrics, vol. 56 no. 4
(2000),
pp. 1068-1075 [abs]
- Dunson, DB; Tindall, KR, Bayesian analysis of mutational spectra,
Genetics, vol. 156 no. 3
(2000),
pp. 1411-1418 [abs]
- Dunson, DB, Assessing overall risk in reproductive experiments,
Risk Analysis, vol. 20 no. 4
(2000),
pp. 429-437 [doi] [abs]
- Dunson, WA; Dunson, DB, Factors Influencing Growth and Survival of the Killifish, Rivulus marmoratus, Held inside Enclosures in Mangrove Swamps,
Copeia, vol. 1999 no. 3
(August, 1999),
pp. 661-661, JSTOR [doi] [abs]
- Dunson, DB; Baird, DD; Wilcox, AJ; Weinberg, CR, Day-specific probabilities of clinical pregnancy based on two studies with imperfect measures of ovulation,
Human Reproduction, vol. 14 no. 7
(1999),
pp. 1835-1839, ISSN 0268-1161 [doi] [abs]
- Dunson, DB; Weinberg, CR; Perreault, SD; Chapin, RE, Summarizing the motion of self-propelled cells: Applications to sperm motility,
Biometrics, vol. 55 no. 2
(1999),
pp. 537-543, ISSN 0006-341X [abs]
- Dunson, DB; Haseman, JK, Modeling tumor onset and multiplicity using transition models with latent variables,
Biometrics, vol. 55 no. 3
(1999),
pp. 965-970, ISSN 0006-341X [abs]
- Dunson, WA; Paradise, CJ; Dunson, DB, Inhibitory Effect of Low Salinity on Growth and Reproduction of the Estuarine Sheepshead Minnow, Cyprinodon variegatus,
Copeia, vol. 1998 no. 1
(February, 1998),
pp. 235-235, JSTOR [doi]
- Dunson, DB, Dose-dependent number of implants and implications in developmental toxicity,
Biometrics, vol. 54 no. 2
(1998),
pp. 558-569, ISSN 0006-341X [doi] [abs]
Papers Accepted
- Chung, Y; Dunson, DB, The local Dirichlet process.,
Annals of the Institute of Statistical Mathematics, vol. 63 no. 1
(2009),
pp. 59-80, ISSN 0020-3157 [doi] [abs]
- Wang, L; Dunson, DB, Fast Bayesian Inference in Dirichlet Process Mixture Models.,
Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America, vol. 20 no. 1
(2009),
pp. 196-216, Informa UK Limited, ISSN 1061-8600 [doi] [abs]
- Park, JH; Dunson, DB, Bayesian generalized product partition model,
Statistica Sinica, vol. 20 no. 3
(2009),
pp. 1203-1226, ISSN 1017-0405 [repository] [abs]
- Ren, L; Dunson, D; Lindroth, S; Carin, L, Dynamic nonparametric bayesian models for analysis of music,
Journal of the American Statistical Association, vol. 105 no. 490
(2009),
pp. 458-472, Informa UK Limited, ISSN 0162-1459 [repository], [doi] [abs]
- Cai, B; Dunson, DB; Stanford, JB, Dynamic model for multivariate markers of fecundability,
Biometrics, vol. 66 no. 3
(2010),
pp. 905-913, ISSN 0006-341X [doi] [abs]
- Wang, L; Dunson, DB, Semiparametric Bayes multiple testing: Applications to tumor data,
Biometrics, vol. 66 no. 2
(2009),
pp. 493-501, ISSN 0006-341X [doi] [abs]
- MacLehose, RF; Dunson, DB, Bayesian semiparametric multiple shrinkage,
Biometrics, vol. 66 no. 2
(2009),
pp. 455-462, ISSN 0006-341X [doi] [abs]
- Dunson, DB, Multivariate kernel partition process mixtures,
Statistica Sinica, vol. 20 no. 4
(2009),
pp. 1395-1422, ISSN 1017-0405 [abs]
- Chung, Y; Dunson, DB, Nonparametric Bayes Conditional Distribution Modeling With Variable Selection.,
Journal of the American Statistical Association, vol. 104 no. 488
(2009),
pp. 1646-1660, ISSN 0162-1459 [repository], [doi] [abs]
- Du, L; Ren, L; Dunson, DB; Carin, L, A Bayesian model for simultaneous image clustering, annotation and object segmentation,
Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference
(2009),
pp. 486-494 [abs]
- MacLehose, RF; Dunson, DB, Nonparametric Bayes kernel-based priors for functional data analysis,
Statistica Sinica, vol. 19 no. 2
(2009),
pp. 611-629, ISSN 1017-0405 [abs]
Papers Submitted
- Crandell, JL; Dunson, DB, Posterior simulation across nonparametric models for functional clustering,
Sankhya B, vol. 73 no. 1
(May, 2011),
pp. 42-61, Springer Nature, ISSN 0972-7671 [doi] [abs]
- Reich, BJ; Fuentes, M; Dunson, DB, Bayesian Spatial Quantile Regression.,
Journal of the American Statistical Association, vol. 106 no. 493
(March, 2011),
pp. 6-20, ISSN 0162-1459 [repository], [doi] [abs]
- Shi, M; Dunson, DB, Bayesian Variable Selection via Particle Stochastic Search.,
Statistics & Probability Letters, vol. 81 no. 2
(February, 2011),
pp. 283-291, ISSN 0167-7152 [21278860], [doi] [abs]
- Liu, F; Dunson, D; Zou, F, High-Dimensional Variable Selection in Meta-Analysis for Censored Data,
Biometrics, vol. 67 no. 2
(2011),
pp. 504-512, ISSN 0006-341X [doi] [abs]
- Bhattacharya, A; Dunson, DB, Nonparametric Bayesian density estimation on manifolds with applications to planar shapes.,
Biometrika, vol. 97 no. 4
(December, 2010),
pp. 851-865, ISSN 0006-3444 [22822255], [doi] [abs]
- Yang, M; Dunson, DB, Bayesian semiparametric structural equation models with latent variables,
Psychometrika, vol. 75 no. 4
(December, 2010),
pp. 675-693, Springer Nature, ISSN 0033-3123 [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE, Latent Stick-Breaking Processes.,
Journal of the American Statistical Association, vol. 105 no. 490
(April, 2010),
pp. 647-659, ISSN 0162-1459 [23559690], [doi] [abs]
- Bornkamp, B; Ickstadt, K; Dunson, D, Stochastically ordered multiple regression,
Biostatistics (Oxford, England), vol. 11 no. 3
(2010),
pp. 419-431, ISSN 1465-4644 [doi] [abs]
- Armagan, A; Dunson, DB, Sparse variational analysis of large longitudinal data sets,
Statistics & Probability Letters
(2009)
- R. Mitra and D.B. Dunson, Two level stochastic search variable selection in GLMs with missing predictors
(2008)
- B. Cai and D.B. Dunson, Variable selection in nonparametric random effects models,
submitted
(2007)
- L.Wang and D.B. Dunson, Bayesian isotonic density regression
(2007)
Chapters
- Dunson, DB; Bhattacharya, A; Griffin, JE, Nonparametric Bayes Regression and Classification Through Mixtures of Product Kernels,
in Bayesian Statistics 9, vol. 9780199694587
(January, 2012),
pp. 145-164, Oxford University Press, ISBN 9780199694587 [doi] [abs]
- Weinberg, CR; Dunson, DB, Some issues in assessing human fertility,
in Statistics in the 21st Century
(January, 2001),
pp. 42-49, ISBN 1584882727 [abs]
|
|
dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821
| |
Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320
|
|