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David B. Dunson - Publications

Affiliations: 
University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Statistics
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Year Citation  Score
2023 Jin B, Dunson DB, Rager JE, Reif DM, Engel SM, Herring AH. Bayesian matrix completion for hypothesis testing. Journal of the Royal Statistical Society. Series C, Applied Statistics. 72: 254-270. PMID 37197290 DOI: 10.1093/jrsssc/qlac005  0.472
2022 Roy A, Borg JS, Dunson DB. Bayesian time-aligned factor analysis of paired multivariate time series. Journal of Machine Learning Research : Jmlr. 22. PMID 35754922  0.317
2021 Roy A, Lavine I, Herring AH, Dunson DB. PERTURBED FACTOR ANALYSIS: ACCOUNTING FOR GROUP DIFFERENCES IN EXPOSURE PROFILES. The Annals of Applied Statistics. 15: 1386-1404. PMID 36324423 DOI: 10.1214/20-aoas1435  0.473
2021 Moran KR, Dunson D, Wheeler MW, Herring AH. BAYESIAN JOINT MODELING OF CHEMICAL STRUCTURE AND DOSE RESPONSE CURVES. The Annals of Applied Statistics. 15: 1405-1430. PMID 35765365 DOI: 10.1214/21-aoas1461  0.443
2021 Moran KR, Turner EL, Dunson D, Herring AH. Bayesian hierarchical factor regression models to infer cause of death from verbal autopsy data. Journal of the Royal Statistical Society. Series C, Applied Statistics. 70: 532-557. PMID 34334826 DOI: 10.1111/rssc.12468  0.508
2020 Paganin S, Herring AH, Olshan AF, Dunson DB. Centered Partition Processes: Informative Priors for Clustering (with Discussion). Bayesian Analysis. 16: 301-370. PMID 35958029 DOI: 10.1214/20-BA1197  0.513
2020 Li M, Dunson DB. Comparing and weighting imperfect models using D-probabilities. Journal of the American Statistical Association. 115: 1349-1360. PMID 33716357 DOI: 10.1080/01621459.2019.1611140  0.377
2020 Roy A, Dunson DB. Nonparametric graphical model for counts. Journal of Machine Learning Research : Jmlr. 21. PMID 33488299  0.313
2020 Sen D, Sachs M, Lu J, Dunson DB. Efficient posterior sampling for high-dimensional imbalanced logistic regression. Biometrika. 107: 1005-1012. PMID 33462537 DOI: 10.1093/Biomet/Asaa035  0.393
2020 Legramanti S, Durante D, Dunson DB. Bayesian cumulative shrinkage for infinite factorizations. Biometrika. 107: 745-752. PMID 32831355 DOI: 10.1093/Biomet/Asaa008  0.394
2020 Duan LL, Young AL, Nishimura A, Dunson DB. Bayesian constraint relaxation. Biometrika. 107: 191-204. PMID 32089562 DOI: 10.1093/Biomet/Asz069  0.417
2020 Paganin S, Herring AH, Olshan AF, Dunson DB. Centered Partition Processes: Informative Priors for Clustering Bayesian Analysis. DOI: 10.1214/20-Ba1197  0.485
2020 Nishimura A, Dunson DB, Lu J. Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods Biometrika. 107: 365-380. DOI: 10.1093/Biomet/Asz083  0.363
2019 Miller JW, Dunson DB. Robust Bayesian inference via coarsening. Journal of the American Statistical Association. 114: 1113-1125. PMID 31942084 DOI: 10.1080/01621459.2018.1469995  0.385
2019 Tikhonov G, Duan L, Abrego N, Newell G, White M, Dunson D, Ovaskainen O. Computationally efficient joint species distribution modeling of big spatial data. Ecology. e02929. PMID 31725922 DOI: 10.1002/Ecy.2929  0.335
2019 Zhang Z, Allen GI, Zhu H, Dunson D. Tensor network factorizations: Relationships between brain structural connectomes and traits. Neuroimage. PMID 31029870 DOI: 10.1016/J.Neuroimage.2019.04.027  0.304
2019 Dunson DB, Weinberg CR, Wilcox AJ. Modelling multiple ovulation, fertilization, and embryo loss in human fertility studies. Biostatistics (Oxford, England). 2: 131-45. PMID 12933545 DOI: 10.1093/Biostatistics/2.2.131  0.413
2019 Li C, Lin L, Dunson DB. On posterior consistency of tail index for Bayesian kernel mixture models Bernoulli. 25: 1999-2028. DOI: 10.3150/18-Bej1043  0.354
2019 Lin L, Mu N, Cheung P, Dunson D. Extrinsic Gaussian processes for regression and classification on manifolds Bayesian Analysis. 14: 887-906. DOI: 10.1214/18-Ba1135  0.352
2019 Chae M, Lin L, Dunson DB. Bayesian sparse linear regression with unknown symmetric error Information and Inference: a Journal of the Ima. 8: 621-653. DOI: 10.1093/Imaiai/Iay022  0.355
2019 Dunson DB, Johndrow JE. The Hastings algorithm at fifty Biometrika. 107: 1-23. DOI: 10.1093/Biomet/Asz066  0.314
2019 Norberg A, Abrego N, Blanchet FG, Adler FR, Anderson BJ, Anttila J, Araújo MB, Dallas T, Dunson D, Elith J, Foster SD, Fox R, Franklin J, Godsoe W, Guisan A, et al. A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels Ecological Monographs. 89. DOI: 10.1002/Ecm.1370  0.319
2018 Canale A, Durante D, Dunson DB. Convex mixture regression for quantitative risk assessment. Biometrics. PMID 29894557 DOI: 10.1111/Biom.12917  0.351
2018 Johndrow JE, Lum K, Dunson DB. Theoretical limits of microclustering for record linkage. Biometrika. 105: 431-446. PMID 29880978 DOI: 10.1093/Biomet/Asy003  0.32
2018 van den Boom W, Mao C, Schroeder RA, Dunson DB. Extrema-weighted feature extraction for functional data. Bioinformatics (Oxford, England). PMID 29506206 DOI: 10.1093/Bioinformatics/Bty120  0.345
2018 Johndrow JE, Smith A, Pillai N, Dunson DB. MCMC for Imbalanced Categorical Data Journal of the American Statistical Association. 114: 1394-1403. DOI: 10.1080/01621459.2018.1505626  0.35
2018 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. 113: 1515-1527. DOI: 10.1080/01621459.2018.1423986  0.355
2018 Dunson DB. Statistics in the big data era: Failures of the machine Statistics & Probability Letters. 136: 4-9. DOI: 10.1016/J.Spl.2018.02.028  0.322
2017 Srivastava S, Engelhardt BE, Dunson DB. Expandable factor analysis. Biometrika. 104: 649-663. PMID 29430037 DOI: 10.1093/Biomet/Asx030  0.373
2017 Johndrow JE, Bhattacharya A, Dunson DB. TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS. Annals of Statistics. 45: 1-38. PMID 29332971 DOI: 10.1214/15-Aos1414  0.406
2017 Lin L, St Thomas B, Zhu H, Dunson DB. Extrinsic local regression on manifold-valued data. Journal of the American Statistical Association. 112: 1261-1273. PMID 29225385 DOI: 10.1080/01621459.2016.1208615  0.386
2017 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. PMID 28317296 DOI: 10.1111/Ele.12757  0.325
2017 Wang L, Durante D, Jung RE, Dunson DB. Bayesian network-response regression. Bioinformatics (Oxford, England). PMID 28165112 DOI: 10.1093/Bioinformatics/Btx050  0.336
2017 Lin L, Rao V, Dunson DB. Bayesian nonparametric inference on the Stiefel manifold Statistica Sinica. DOI: 10.5705/Ss.202016.0017  0.355
2017 Shang Y, Dunson D, Song J. Exploiting Big Data in Logistics Risk Assessment via Bayesian Nonparametrics Operations Research. 65: 1574-1588. DOI: 10.1287/Opre.2017.1612  0.318
2017 Zhu B, Dunson DB. Bayesian Functional Data Modeling for Heterogeneous Volatility Bayesian Analysis. 12: 335-350. DOI: 10.1214/16-Ba1004  0.371
2017 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 Methods in Ecology and Evolution. 8: 443-452. DOI: 10.1111/2041-210X.12723  0.35
2017 Wheeler MW, Dunson DB, Herring AH. Bayesian local extremum splines Biometrika. 104: 939-952. DOI: 10.1093/Biomet/Asx039  0.565
2017 Li C, Srivastava S, Dunson DB. Simple, scalable and accurate posterior interval estimation Biometrika. 104: 665-680. DOI: 10.1093/Biomet/Asx033  0.345
2017 Durante D, Dunson DB, Vogelstein JT. Nonparametric Bayes Modeling of Populations of Networks Journal of the American Statistical Association. 112: 1516-1530. DOI: 10.1080/01621459.2016.1219260  0.341
2016 Yang Y, Dunson DB. Bayesian Conditional Tensor Factorizations for High-Dimensional Classification. Journal of the American Statistical Association. 111: 656-669. PMID 31983790 DOI: 10.1080/01621459.2015.1029129  0.415
2016 Zhou J, Bhattacharya A, Herring A, Dunson D. Bayesian factorizations of big sparse tensors. Journal of the American Statistical Association. 110: 1562-1576. PMID 31210707 DOI: 10.1080/01621459.2014.983233  0.49
2016 Datta J, Dunson DB. Bayesian inference on quasi-sparse count data. Biometrika. 103: 971-983. PMID 29422693 DOI: 10.1093/Biomet/Asw053  0.396
2016 Rao V, Lin L, Dunson DB. Data augmentation for models based on rejection sampling. Biometrika. 103: 319-335. PMID 27279660 DOI: 10.1093/Biomet/Asw005  0.402
2016 Durante D, Dunson DB. Locally adaptive dynamic networks The Annals of Applied Statistics. 10: 2203-2232. DOI: 10.1214/16-Aoas971  0.315
2016 Yang Y, Dunson DB. Bayesian manifold regression Annals of Statistics. 44: 876-905. DOI: 10.1214/15-Aos1390  0.373
2016 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). 66: 555-580. DOI: 10.1111/Rssc.12168  0.312
2016 Kabisa S(, Dunson DB, Morris JS. Online Variational Bayes Inference for High-Dimensional Correlated Data Journal of Computational and Graphical Statistics. 25: 426-444. DOI: 10.1080/10618600.2014.998336  0.396
2016 Sarkar A, Dunson DB. Bayesian Nonparametric Modeling of Higher Order Markov Chains Journal of the American Statistical Association. 111: 1791-1803. DOI: 10.1080/01621459.2015.1115763  0.335
2016 Kunihama T, Herring AH, Halpern CT, Dunson DB. Nonparametric Bayes modeling with sample survey weights Statistics and Probability Letters. 113: 41-48. DOI: 10.1016/J.Spl.2016.02.009  0.563
2016 Bhattacharya A, Dunson DB, Pati D, Pillai NS. Sub-optimality of some continuous shrinkage priors Stochastic Processes and Their Applications. 126: 3828-3842. DOI: 10.1016/J.Spa.2016.08.007  0.355
2015 Lock EF, Dunson DB. Shared kernel Bayesian screening. Biometrika. 102: 829-842. PMID 27046939 DOI: 10.1093/Biomet/Asv032  0.358
2015 Bhattacharya A, Pati D, Pillai NS, Dunson DB. Dirichlet-Laplace priors for optimal shrinkage. Journal of the American Statistical Association. 110: 1479-1490. PMID 27019543 DOI: 10.1080/01621459.2014.960967  0.362
2015 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. 75: 66-76. PMID 26720247 DOI: 10.1016/J.Neunet.2015.11.011  0.306
2015 Zhou J, Herring AH, Bhattacharya A, Olshan AF, Dunson DB. Nonparametric bayes modeling for case control studies with many predictors. Biometrics. PMID 26394204 DOI: 10.1111/Biom.12411  0.576
2015 Hua Z, Zhu H, Dunson DB. Semiparametric Bayes local additive models for longitudinal data. Statistics in Biosciences. 7: 90-107. PMID 26085848 DOI: 10.1007/S12561-013-9104-Y  0.621
2015 Kessler DC, Hoff PD, Dunson DB. Marginally specified priors for non-parametric Bayesian estimation. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 77: 35-58. PMID 25663813 DOI: 10.1111/Rssb.12059  0.389
2015 Li D, Wilcox AJ, Dunson DB. Benchmark pregnancy rates and the assessment of post-coital contraceptives: an update. Contraception. 91: 344-9. PMID 25592079 DOI: 10.1016/J.Contraception.2015.01.002  0.327
2015 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 Methods in Ecology and Evolution. 7: 549-555. DOI: 10.1111/2041-210X.12501  0.304
2015 Kunihama T, Dunson DB. Nonparametric Bayes inference on conditional independence Biometrika. 103: 35-47. DOI: 10.1093/Biomet/Asv060  0.382
2015 Zhou J, Bhattacharya A, Herring AH, Dunson DB. Bayesian Factorizations of Big Sparse Tensors Journal of the American Statistical Association. 110: 1562-1576. DOI: 10.1080/01621459.2014.983233  0.543
2015 Guhaniyogi R, Dunson DB. Bayesian Compressed Regression Journal of the American Statistical Association. 110: 1500-1514. DOI: 10.1080/01621459.2014.969425  0.4
2014 Gu K, Pati D, Dunson DB. Bayesian Multiscale Modeling of Closed Curves in Point Clouds. Journal of the American Statistical Association. 109: 1481-1494. PMID 25544786 DOI: 10.1080/01621459.2014.934825  0.355
2014 Wheeler MW, Dunson DB, Pandalai SP, Baker BA, Herring AH. Mechanistic Hierarchical Gaussian Processes. Journal of the American Statistical Association. 109: 894-904. PMID 25541568 DOI: 10.1080/01621459.2014.899234  0.533
2014 Bhattacharya A, Pati D, Dunson D. ANISOTROPIC FUNCTION ESTIMATION USING MULTI-BANDWIDTH GAUSSIAN PROCESSES. Annals of Statistics. 42: 352-381. PMID 25288827 DOI: 10.1214/13-Aos1192  0.329
2014 Kundu S, Dunson DB. Bayes variable selection in semiparametric linear models. Journal of the American Statistical Association. 109: 437-447. PMID 25071298 DOI: 10.1080/01621459.2014.881153  0.387
2014 Scarpa B, Dunson DB. Enriched Stick Breaking Processes for Functional Data. Journal of the American Statistical Association. 109: 647-660. PMID 24976662 DOI: 10.1080/01621459.2013.866564  0.391
2014 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. 23: 169-191. PMID 24791133 DOI: 10.1080/10618600.2012.729986  0.366
2014 Kessler DC, Taylor JA, Dunson DB. Learning phenotype densities conditional on many interacting predictors. Bioinformatics (Oxford, England). 30: 1562-8. PMID 24501099 DOI: 10.1093/Bioinformatics/Btu040  0.301
2014 Pati D, Dunson DB. Bayesian nonparametric regression with varying residual density. Annals of the Institute of Statistical Mathematics. 66: 1-31. PMID 24465053 DOI: 10.1007/S10463-013-0415-Z  0.386
2014 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. 61: 41-54. PMID 23912463 DOI: 10.1109/Tbme.2013.2275751  0.326
2014 Pati D, Bhattacharya A, Pillai NS, Dunson D. Posterior contraction in sparse bayesian factor models for massive covariance matrices Annals of Statistics. 42: 1102-1130. DOI: 10.1214/14-Aos1215  0.346
2014 Rodriguez A, Dunson DB. Functional clustering in nested designs: Modeling variability in reproductive epidemiology studies Annals of Applied Statistics. 8: 1416-1442. DOI: 10.1214/14-Aoas751  0.377
2014 Hannah LA, Powell WB, Dunson DB. Semiconvex regression for metamodeling-based optimization Siam Journal On Optimization. 24: 573-597. DOI: 10.1137/130907070  0.345
2014 Strawn N, Armagan A, Saab R, Carin L, Dunson D. Finite sample posterior concentration in high-dimensional regression Information and Inference. 3: 103-133. DOI: 10.1093/Imaiai/Iau003  0.316
2014 Durante D, Dunson DB. Nonparametric Bayes dynamic modelling of relational data Biometrika. 101: 883-898. DOI: 10.1093/Biomet/Asu040  0.368
2014 Kundu S, Dunson DB. Latent factor models for density estimation Biometrika. 101: 641-654. DOI: 10.1093/Biomet/Asu019  0.392
2014 Lin L, Dunson DB. Bayesian monotone regression using Gaussian process projection Biometrika. 101: 303-317. DOI: 10.1093/Biomet/Ast063  0.35
2014 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. 41: 1358-1382. DOI: 10.1080/02664763.2013.870138  0.354
2014 Durante D, Dunson DB. Bayesian dynamic financial networks with time-varying predictors Statistics and Probability Letters. 93: 19-26. DOI: 10.1016/J.Spl.2014.06.015  0.311
2013 Zhu B, Dunson DB. Locally Adaptive Bayes Nonparametric Regression via Nested Gaussian Processes. Journal of the American Statistical Association. 108. PMID 25328260 DOI: 10.1080/01621459.2013.838568  0.371
2013 Pati D, Dunson DB, Tokdar ST. Posterior consistency in conditional distribution estimation. Journal of Multivariate Analysis. 116: 456-472. PMID 25067858 DOI: 10.1016/J.Jmva.2013.01.011  0.335
2013 Kunihama T, Dunson DB. Bayesian modeling of temporal dependence in large sparse contingency tables. Journal of the American Statistical Association. 108: 1324-1338. PMID 24482548 DOI: 10.1080/01621459.2013.823866  0.412
2013 Armagan A, Dunson DB, Lee J. GENERALIZED DOUBLE PARETO SHRINKAGE. Statistica Sinica. 23: 119-143. PMID 24478567 DOI: 10.5705/Ss.2011.048  0.357
2013 Murray JS, Dunson DB, Carin L, Lucas JE. Bayesian Gaussian Copula Factor Models for Mixed Data. Journal of the American Statistical Association. 108: 656-665. PMID 23990691 DOI: 10.1080/01621459.2012.762328  0.427
2013 Lock EF, Dunson DB. Bayesian consensus clustering. Bioinformatics (Oxford, England). 29: 2610-6. PMID 23990412 DOI: 10.1093/Bioinformatics/Btt425  0.313
2013 Banerjee A, Dunson DB, Tokdar ST. Efficient Gaussian process regression for large datasets. Biometrika. 100: 75-89. PMID 23869109 DOI: 10.1093/Biomet/Ass068  0.392
2013 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. 35: 1887-901. PMID 23787342 DOI: 10.1109/Tpami.2013.19  0.364
2013 Zhu B, Ashley-Koch AE, Dunson DB. Generalized admixture mapping for complex traits. G3 (Bethesda, Md.). 3: 1165-75. PMID 23665878 DOI: 10.1534/G3.113.006478  0.332
2013 Page G, Bhattacharya A, Dunson D. Classification via Bayesian Nonparametric Learning of Affine Subspaces. Journal of the American Statistical Association. 108: 187-201. PMID 23539471 DOI: 10.1080/01621459.2013.763566  0.406
2013 Chen CWS, Dunson DB, Reed C, Yu K. Bayesian variable selection in quantile regression Statistics and Its Interface. 6: 261-274. DOI: 10.4310/Sii.2013.V6.N2.A9  0.421
2013 Wang E, Salazar E, Dunson D, Carin L. Spatio-Temporal Modeling of Legislation and Votes Bayesian Analysis. 8: 233-268. DOI: 10.1214/13-Ba810  0.391
2013 Canale A, Dunson DB. Nonparametric Bayes modelling of count processes Biometrika. 100: 801-816. DOI: 10.1093/Biomet/Ast037  0.43
2013 Armagan A, Dunson DB, Lee J, Bajwa WU, Strawn N. Posterior consistency in linear models under shrinkage priors Biometrika. 100: 1011-1018. DOI: 10.1093/Biomet/Ast028  0.35
2013 Salazar E, Dunson DB, Carin L. Analysis of space-time relational data with application to legislative voting Computational Statistics and Data Analysis. 68: 141-154. DOI: 10.1016/J.Csda.2013.06.018  0.397
2013 Yang H, Liu F, Ji C, Dunson D. Adaptive sampling for Bayesian geospatial models Statistics and Computing. 24: 1101-1110. DOI: 10.1007/S11222-013-9422-4  0.38
2012 Zhou M, Li L, Dunson D, Carin L. Lognormal and Gamma Mixed Negative Binomial Regression. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2012: 1343-1350. PMID 25279391  0.302
2012 Bhattacharya A, Dunson DB. Simplex Factor Models for Multivariate Unordered Categorical Data. Journal of the American Statistical Association. 107: 362-377. PMID 23908561 DOI: 10.1080/01621459.2011.646934  0.411
2012 Ding M, He L, Dunson D, Carin L. Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process. Bayesian Analysis (Online). 7: 813-840. PMID 23741284 DOI: 10.1214/12-Ba727  0.387
2012 Dunson DB, Xing C. Nonparametric Bayes Modeling of Multivariate Categorical Data. Journal of the American Statistical Association. 104: 1042-1051. PMID 23606777 DOI: 10.1198/Jasa.2009.Tm08439  0.441
2012 Montagna S, Tokdar ST, Neelon B, Dunson DB. Bayesian latent factor regression for functional and longitudinal data. Biometrics. 68: 1064-73. PMID 23005895 DOI: 10.1111/J.1541-0420.2012.01788.X  0.433
2012 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. 64: 687-714. PMID 22984295 DOI: 10.1007/S10463-011-0341-X  0.302
2012 Zhu B, Dunson DB, Ashley-Koch AE. Adverse subpopulation regression for multivariate outcomes with high-dimensional predictors. Statistics in Medicine. 31: 4102-13. PMID 22825854 DOI: 10.1002/Sim.5520  0.391
2012 Bhattacharya A, Dunson D. Nonparametric Bayes Classification and Hypothesis Testing on Manifolds. Journal of Multivariate Analysis. 111: 1-19. PMID 22754028 DOI: 10.1016/J.Jmva.2012.02.020  0.403
2012 Hua Z, Dunson DB, Gilmore JH, Styner MA, Zhu H. Semiparametric Bayesian local functional models for diffusion tensor tract statistics. Neuroimage. 63: 460-74. PMID 22732565 DOI: 10.1016/J.Neuroimage.2012.06.027  0.578
2012 Dunson DB, Bhattacharya A, Griffin JE. Nonparametric Bayes Regression and Classification Through Mixtures of Product Kernels Bayesian Statistics 9. DOI: 10.1093/acprof:oso/9780199694587.003.0005  0.304
2011 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. 28. PMID 24363544 DOI: 10.1109/Msp.2010.939733  0.376
2011 Page GL, Dunson DB. Bayesian Local Contamination Models for Multivariate Outliers. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 53. PMID 24363465 DOI: 10.1198/Tech.2011.10041  0.427
2011 Rodríguez A, Dunson DB. Nonparametric Bayesian models through probit stick-breaking processes. Bayesian Analysis (Online). 6. PMID 24358072 DOI: 10.1214/11-Ba605  0.363
2011 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. 20. PMID 24187479 DOI: 10.1198/Jcgs.2010.07081  0.412
2011 Pati D, Reich BJ, Dunson DB. Bayesian geostatistical modelling with informative sampling locations. Biometrika. 98: 35-48. PMID 23956461 DOI: 10.1093/Biomet/Asq067  0.372
2011 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. 106: 1259-1279. PMID 23704802 DOI: 10.1198/Jasa.2011.Ap10611  0.32
2011 Chung Y, Dunson DB. The local Dirichlet process. Annals of the Institute of Statistical Mathematics. 63: 59-80. PMID 23645935 DOI: 10.1007/S10463-008-0218-9  0.591
2011 Reich BJ, Fuentes M, Dunson DB. Bayesian Spatial Quantile Regression. Journal of the American Statistical Association. 106: 6-20. PMID 23459794 DOI: 10.1198/Jasa.2010.Ap09237  0.322
2011 Wang L, Dunson DB. Bayesian isotonic density regression. Biometrika. 98: 537-551. PMID 22822259 DOI: 10.1093/Biomet/Asr025  0.427
2011 Canale A, Dunson DB. Bayesian Kernel Mixtures for Counts. Journal of the American Statistical Association. 106: 1528-1539. PMID 22523437 DOI: 10.1198/Jasa.2011.Tm10552  0.453
2011 Yang H, O'Brien S, Dunson DB. Nonparametric Bayes Stochastically Ordered Latent Class Models. Journal of the American Statistical Association. 106: 807-817. PMID 22505787 DOI: 10.1198/Jasa.2011.Ap10058  0.402
2011 Xing C, Dunson DB. Bayesian inference for genomic data integration reduces misclassification rate in predicting protein-protein interactions. Plos Computational Biology. 7: e1002110. PMID 21829334 DOI: 10.1371/Journal.Pcbi.1002110  0.319
2011 Armagan A, Dunson D. Sparse Variational Analysis of Linear Mixed Models for Large Data Sets. Statistics & Probability Letters. 81: 1056-1062. PMID 21779136 DOI: 10.1016/J.Spl.2011.02.029  0.399
2011 Shi M, Dunson DB. Bayesian Variable Selection via Particle Stochastic Search. Statistics & Probability Letters. 81: 283-291. PMID 21278860 DOI: 10.1016/J.Spl.2010.10.011  0.377
2011 Wang L, Dunson DB. Semiparametric bayes' proportional odds models for current status data with underreporting. Biometrics. 67: 1111-8. PMID 21175554 DOI: 10.1111/J.1541-0420.2010.01532.X  0.425
2011 Liu F, Dunson D, Zou F. High-dimensional variable selection in meta-analysis for censored data. Biometrics. 67: 504-12. PMID 20707871 DOI: 10.1111/J.1541-0420.2010.01466.X  0.446
2011 Bhattacharya A, Dunson DB. Sparse Bayesian infinite factor models Biometrika. 98: 291-306. DOI: 10.1093/Biomet/Asr013  0.375
2011 Crandell JL, Dunson DB. Posterior simulation across nonparametric models for functional clustering Sankhya: the Indian Journal of Statistics. 73: 42-61. DOI: 10.1007/S13571-011-0014-Z  0.414
2010 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. 27: 55-65. PMID 25104898 DOI: 10.1109/Msp.2010.938079  0.38
2010 Yang M, Dunson DB, Baird D. Semiparametric Bayes hierarchical models with mean and variance constraints. Computational Statistics & Data Analysis. 54: 2172-2186. PMID 24363478 DOI: 10.1016/J.Csda.2010.03.025  0.431
2010 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 : a Publication of the Ieee Signal Processing Society. 58: 6140-6155. PMID 23894225 DOI: 10.1109/Tsp.2010.2070796  0.33
2010 Rodríguez A, Dunson DB, Gelfand AE. Latent Stick-Breaking Processes. Journal of the American Statistical Association. 105: 647-659. PMID 23559690 DOI: 10.1198/Jasa.2010.Tm08241  0.378
2010 Bhattacharya A, Dunson DB. Nonparametric Bayesian density estimation on manifolds with applications to planar shapes. Biometrika. 97: 851-865. PMID 22822255 DOI: 10.1093/Biomet/Asq044  0.367
2010 Mitra R, Dunson D. Two-level stochastic search variable selection in GLMs with missing predictors. The International Journal of Biostatistics. 6: Article 33. PMID 21969986 DOI: 10.2202/1557-4679.1173  0.322
2010 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. 11: 552. PMID 21062443 DOI: 10.1186/1471-2105-11-552  0.332
2010 Bornkamp B, Ickstadt K, Dunson D. Stochastically ordered multiple regression. Biostatistics. 11: 419-431. PMID 20150656 DOI: 10.1093/Biostatistics/Kxq001  0.387
2010 Cai B, Dunson DB, Stanford JB. Dynamic model for multivariate markers of fecundability. Biometrics. 66: 905-13. PMID 19751248 DOI: 10.1111/J.1541-0420.2009.01327.X  0.379
2010 Wang L, Dunson DB. Semiparametric bayes multiple testing: applications to tumor data. Biometrics. 66: 493-501. PMID 19673866 DOI: 10.1111/J.1541-0420.2009.01301.X  0.314
2010 Maclehose RF, Dunson DB. Bayesian semiparametric multiple shrinkage. Biometrics. 66: 455-62. PMID 19508244 DOI: 10.1111/J.1541-0420.2009.01275.X  0.392
2010 Ren L, Dunson D, Lindroth S, Carin L. Dynamic nonparametric bayesian models for analysis of music Journal of the American Statistical Association. 105: 458-472. DOI: 10.1198/Jasa.2009.Ap08497  0.376
2010 Yang M, Dunson DB. Bayesian semiparametric structural equation models with latent variables Psychometrika. 75: 675-693. DOI: 10.1007/S11336-010-9174-4  0.409
2010 Park JH, Dunson DB. Bayesian generalized product partition model Statistica Sinica. 20: 1203-1226.  0.306
2009 Bigelow JL, Dunson DB. Bayesian semiparametric joint models for functional predictors. Journal of the American Statistical Association. 104: 26-36. PMID 32523237 DOI: 10.1198/Jasa.2009.0001  0.789
2009 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. 18: 306-320. PMID 23997568 DOI: 10.1198/Jcgs.2009.07145  0.395
2009 Dunson DB. Nonparametric Bayes local partition models for random effects. Biometrika. 96: 249-262. PMID 23710074 DOI: 10.1093/Biomet/Asp021  0.389
2009 Chung Y, Dunson DB. Nonparametric Bayes Conditional Distribution Modeling With Variable Selection. Journal of the American Statistical Association. 104: 1646-1660. PMID 23580793 DOI: 10.1198/Jasa.2009.Tm08302  0.614
2009 Dunson DB. Bayesian nonparametric hierarchical modeling. Biometrical Journal. Biometrische Zeitschrift. 51: 273-84. PMID 19358217 DOI: 10.1002/Bimj.200800183  0.438
2009 Rodríguez A, Dunson DB, Gelfand AE. Bayesian Nonparametric Functional Data Analysis Through Density Estimation. Biometrika. 96: 149-162. PMID 19262739 DOI: 10.1093/Biomet/Asn054  0.385
2009 Scarpa B, Dunson DB. Bayesian hierarchical functional data analysis via contaminated informative priors. Biometrics. 65: 772-80. PMID 19173703 DOI: 10.1111/J.1541-0420.2008.01163.X  0.429
2009 Rodriguez A, Dunson DB, Taylor J. Bayesian hierarchically weighted finite mixture models for samples of distributions. Biostatistics (Oxford, England). 10: 155-71. PMID 18708650 DOI: 10.1093/Biostatistics/Kxn024  0.392
2009 Bigelow JL, Dunson DB. Bayesian semiparametric joint models for functional predictors Journal of the American Statistical Association. 104: 26-36. DOI: 10.1198/jasa.2009.0001  0.793
2009 Ji S, Dunson D, Carin L. Multitask Compressive Sensing Ieee Transactions On Signal Processing. 57: 92-106. DOI: 10.1109/Tsp.2008.2005866  0.315
2008 Dunson DB, Herring A, Siega-Riz AM. Bayesian Inference on Changes in Response Densities over Predictor Clusters. Journal of the American Statistical Association. 103: 1508-1517. PMID 32148338 DOI: 10.1198/016214508000001039  0.548
2008 Dunson DB, Peddada SD. Bayesian nonparametric inference on stochastic ordering. Biometrika. 95: 859-874. PMID 32148335 DOI: 10.1093/Biomet/Asn043  0.385
2008 Dunson DB, Park JH. Kernel stick-breaking processes. Biometrika. 95: 307-323. PMID 18800173 DOI: 10.1093/Biomet/Asn012  0.54
2008 Pennell ML, Dunson DB. Nonparametric bayes testing of changes in a response distribution with an ordinal predictor. Biometrics. 64: 413-23. PMID 17764484 DOI: 10.1111/J.1541-0420.2007.00885.X  0.606
2008 Dunson DB, Herring AH, Siega-Riz AM. Bayesian inference on changes in response densities over predictor clusters Journal of the American Statistical Association. 103: 1508-1517. DOI: 10.1198/016214508000001039  0.494
2008 Rodríguez A, Dunson DB, Gelfand AE. The Nested Dirichlet Process Journal of the American Statistical Association. 103: 1131-1154. DOI: 10.1198/016214508000000553  0.366
2008 Dunson DB, Xue Y, Carin L. The matrix stick-breaking process: Flexible Bayes meta-analysis Journal of the American Statistical Association. 103: 317-327. DOI: 10.1198/016214507000001364  0.399
2008 Dunson DB, Herring AH, Engel SM. Bayesian selection and clustering of polymorphisms in functionally related genes Journal of the American Statistical Association. 103: 534-546. DOI: 10.1198/016214507000000554  0.503
2008 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. 56: 3918-3931. DOI: 10.1109/Tsp.2008.924798  0.326
2007 Dunson DB. Bayesian methods for latent trait modelling of longitudinal data. Statistical Methods in Medical Research. 16: 399-415. PMID 17656454 DOI: 10.1177/0962280206075309  0.415
2007 Pennell ML, Dunson DB. Fitting semiparametric random effects models to large data sets. Biostatistics (Oxford, England). 8: 821-34. PMID 17429104 DOI: 10.1093/Biostatistics/Kxm008  0.646
2007 Bigelow JL, Dunson DB. Bayesian adaptive regression splines for hierarchical data. Biometrics. 63: 724-32. PMID 17403106 DOI: 10.1111/J.1541-0420.2007.00761.X  0.793
2007 Kinney SK, Dunson DB. Fixed and random effects selection in linear and logistic models. Biometrics. 63: 690-8. PMID 17403104 DOI: 10.1111/J.1541-0420.2007.00771.X  0.426
2007 Scarpa B, Dunson DB. Bayesian methods for searching for optimal rules for timing intercourse to achieve pregnancy. Statistics in Medicine. 26: 1920-36. PMID 17328097 DOI: 10.1002/Sim.2846  0.381
2007 Stanford JB, Dunson DB. Effects of sexual intercourse patterns in time to pregnancy studies. American Journal of Epidemiology. 165: 1088-95. PMID 17289774 DOI: 10.1093/Aje/Kwk111  0.314
2007 MacLehose RF, Dunson DB, Herring AH, Hoppin JA. Bayesian methods for highly correlated exposure data. Epidemiology (Cambridge, Mass.). 18: 199-207. PMID 17272963 DOI: 10.1097/01.Ede.0000256320.30737.C0  0.587
2007 Cai B, Dunson DB. Bayesian multivariate isotonic regression splines: Applications to carcinogenicity studies Journal of the American Statistical Association. 102: 1158-1171. DOI: 10.1198/016214506000000942  0.385
2007 Dunson DB, Pillai N, Park JH. Bayesian density regression Journal of the Royal Statistical Society. Series B: Statistical Methodology. 69: 163-183. DOI: 10.1111/J.1467-9868.2007.00582.X  0.401
2007 Dunson DB. Empirical bayes density regression Statistica Sinica. 17: 481-504.  0.305
2006 Pennell ML, Dunson DB. Bayesian semiparametric dynamic frailty models for multiple event time data. Biometrics. 62: 1044-52. PMID 17156278 DOI: 10.1111/J.1541-0420.2006.00571.X  0.643
2006 Scarpa B, Dunson DB. Bayesian selection of predictors of conception probabilities across the menstrual cycle. Paediatric and Perinatal Epidemiology. 20: 30-7. PMID 17061971 DOI: 10.1111/J.1365-3016.2006.00768.X  0.407
2006 Cai B, Dunson DB. Bayesian covariance selection in generalized linear mixed models. Biometrics. 62: 446-57. PMID 16918908 DOI: 10.1111/J.1541-0420.2005.00499.X  0.432
2006 Dunson DB. Bayesian dynamic modeling of latent trait distributions. Biostatistics (Oxford, England). 7: 551-68. PMID 16488893 DOI: 10.1093/Biostatistics/Kxj025  0.417
2006 MacLehose RF, Dunson DB, Herring AH, Kaufman JS, Hartmann KE, Poole C, Savitz DA. Bayesian Methods for Highly Correlated Data: An Application to Disinfection By-Products Spontaneous Abortion American Journal of Epidemiology. 163: S227-S227. DOI: 10.1093/Aje/163.Suppl_11.S227-C  0.515
2006 O'Brien SM, Kupper LL, Dunson DB. Performance of tests of association in misspecified generalized linear models Journal of Statistical Planning and Inference. 136: 3090-3100. DOI: 10.1016/J.Jspi.2004.12.004  0.348
2005 Hans C, Dunson DB. Bayesian inferences on umbrella orderings. Biometrics. 61: 1018-26. PMID 16401275 DOI: 10.1111/J.1541-0420.2005.00373.X  0.425
2005 Law DC, 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. 162: 523-32. PMID 16093292 DOI: 10.1093/Aje/Kwi240  0.312
2005 Dunson DB, Herring AH. Bayesian model selection and averaging in additive and proportional hazards models. Lifetime Data Analysis. 11: 213-32. PMID 15938547 DOI: 10.1007/S10985-004-0384-X  0.601
2005 Gunn LH, Dunson DB. A transformation approach for incorporating monotone or unimodal constraints. Biostatistics (Oxford, England). 6: 434-49. PMID 15831579 DOI: 10.1093/Biostatistics/Kxi020  0.415
2005 Dunson DB, Bigelow JL, Colombo B. Reduced fertilization rates in older men when cervical mucus is suboptimal. Obstetrics and Gynecology. 105: 788-93. PMID 15802406 DOI: 10.1097/01.Aog.0000154155.20366.Ee  0.734
2005 Dunson DB, Stanford JB. Bayesian inferences on predictors of conception probabilities. Biometrics. 61: 126-33. PMID 15737085 DOI: 10.1111/J.0006-341X.2005.031231.X  0.431
2005 Dunson DB, Herring AH. Bayesian latent variable models for mixed discrete outcomes. Biostatistics (Oxford, England). 6: 11-25. PMID 15618524 DOI: 10.1093/Biostatistics/Kxh025  0.577
2005 Dunson DB. Bayesian semiparametric isotonic regression for count data Journal of the American Statistical Association. 100: 618-627. DOI: 10.1198/016214504000001457  0.344
2005 Peddada SD, Dunson DB, Tan X. Estimation of order-restricted means from correlated data Biometrika. 92: 703-715. DOI: 10.1093/Biomet/92.3.703  0.34
2005 Dunson DB, Taylor JA. Approximate Bayesian inference for quantites Journal of Nonparametric Statistics. 17: 385-400. DOI: 10.1080/10485250500039049  0.412
2004 Herring AH, Dunson DB, Dole N. Modeling the effects of a bidirectional latent predictor from multivariate questionnaire data. Biometrics. 60: 926-35. PMID 15606413 DOI: 10.1111/J.0006-341X.2004.00248.X  0.521
2004 O'Brien SM, Dunson DB. Bayesian multivariate logistic regression. Biometrics. 60: 739-46. PMID 15339297 DOI: 10.1111/J.0006-341X.2004.00224.X  0.421
2004 Dunson DB, Holloman C, Calder C, Gunn LH. Bayesian modeling of multiple lesion onset and growth from interval-censored data. Biometrics. 60: 676-83. PMID 15339290 DOI: 10.1111/J.0006-341X.2004.00217.X  0.32
2004 Chen Z, Dunson DB. Bayesian estimation of survival functions under stochastic precedence. Lifetime Data Analysis. 10: 159-73. PMID 15293630 DOI: 10.1023/B:Lida.0000030201.12943.13  0.304
2004 Neelon B, Dunson DB. Bayesian isotonic regression and trend analysis. Biometrics. 60: 398-406. PMID 15180665 DOI: 10.1111/J.0006-341X.2004.00184.X  0.424
2004 Dunson DB, Chen Z. Selecting factors predictive of heterogeneity in multivariate event time data. Biometrics. 60: 352-8. PMID 15180660 DOI: 10.1111/J.0006-341X.2004.00179.X  0.448
2004 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 (Oxford, England). 19: 889-92. PMID 14990542 DOI: 10.1093/Humrep/Deh173  0.756
2004 Tingen C, Stanford JB, Dunson DB. Methodologic and statistical approaches to studying human fertility and environmental exposure. Environmental Health Perspectives. 112: 87-93. PMID 14698936 DOI: 10.1289/Ehp.6263  0.347
2003 Dunson DB, Herring AH. Bayesian inferences in the Cox model for order-restricted hypotheses. Biometrics. 59: 916-23. PMID 14969470 DOI: 10.1111/J.0006-341X.2003.00106.X  0.584
2003 Chen Z, Dunson DB. Random effects selection in linear mixed models. Biometrics. 59: 762-9. PMID 14969453 DOI: 10.1111/J.0006-341X.2003.00089.X  0.436
2003 Dunson DB, Chen Z, Harry J. A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes. Biometrics. 59: 521-30. PMID 14601753 DOI: 10.1111/1541-0420.00062  0.365
2003 Dunson DB, Watson M, Taylor JA. Bayesian latent variable models for median regression on multiple outcomes. Biometrics. 59: 296-304. PMID 12926714 DOI: 10.1111/1541-0420.00036  0.417
2003 Dunson DB, Neelon B. Bayesian inference on order-constrained parameters in generalized linear models. Biometrics. 59: 286-95. PMID 12926713 DOI: 10.1111/1541-0420.00035  0.409
2003 Stanford JB, Smith KR, Dunson DB. Vulvar mucus observations and the probability of pregnancy. Obstetrics and Gynecology. 101: 1285-93. PMID 12798538 DOI: 10.1016/S0029-7844(03)00358-2  0.315
2003 Dunson DB, Chulada P, Arbes SJ. Bayesian modeling of time-varying and waning exposure effects. Biometrics. 59: 83-91. PMID 12762444 DOI: 10.1111/1541-0420.00010  0.336
2003 Dunson DB, Colombo B. Bayesian modeling of markers of day-specific fertility Journal of the American Statistical Association. 98: 28-37. DOI: 10.1198/016214503388619067  0.401
2003 Dunson DB. Dynamic Latent Trait Models for Multidimensional Longitudinal Data Journal of the American Statistical Association. 98: 555-563. DOI: 10.1198/016214503000000387  0.415
2003 Dunson DB. Incorporating heterogeneous intercourse records into time to pregnancy models Mathematical Population Studies. 10: 127-143. DOI: 10.1080/08898480306714  0.414
2002 Dunson DB, Colombo B, Baird DD. Changes with age in the level and duration of fertility in the menstrual cycle. Human Reproduction (Oxford, England). 17: 1399-403. PMID 11980771 DOI: 10.1093/Humrep/17.5.1399  0.309
2002 Dunson DB, Dinse GE. Bayesian models for multivariate current status data with informative censoring Biometrics. 58: 79-88. PMID 11890330 DOI: 10.1111/J.0006-341X.2002.00079.X  0.395
2002 Dunson DB, Baird DD. A proportional hazards model for incidence and induced remission of disease. Biometrics. 58: 71-8. PMID 11890329 DOI: 10.1111/J.0006-341X.2002.00071.X  0.38
2002 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, et al. Improving Risk Assessment: Research Opportunities in Dose Response Modeling to Improve Risk Assessment Human and Ecological Risk Assessment: An International Journal. 8: 1421-1444. DOI: 10.1080/20028091057448  0.308
2001 Dunson DB. Bayesian modeling of the level and duration of fertility in the menstrual cycle Biometrics. 57: 1067-1073. PMID 11764245 DOI: 10.1111/J.0006-341X.2001.01067.X  0.404
2001 Dunson DB, Sinai I, Colombo B. The relationship between cervical secretions and the daily probabilities of pregnancy: Effectiveness of the TwoDay Algorithm Human Reproduction. 16: 2278-2282. PMID 11679504 DOI: 10.1093/Humrep/16.11.2278  0.331
2001 Dunson DB. Commentary: Practical advantages of Bayesian analysis of epidemiologic data American Journal of Epidemiology. 153: 1222-1226. PMID 11415958 DOI: 10.1093/Aje/153.12.1222  0.392
2001 Dunson DB, Baird DD. A flexible parametric model for combining current status and age at first diagnosis data Biometrics. 57: 396-403. PMID 11414562 DOI: 10.1111/J.0006-341X.2001.00396.X  0.327
2001 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. 63: 211-215. PMID 11376648 DOI: 10.1016/S0010-7824(01)00191-3  0.339
2001 Dunson DB, Perreault SD. Factor analytic models of clustered multivariate data with informative censoring Biometrics. 57: 302-308. PMID 11252614 DOI: 10.1111/J.0006-341X.2001.00302.X  0.411
2001 Dunson DB, Weinberg CR, Baird DD, Kesner JS, Wilcox AJ. Assessing human fertility using several markers of ovulation Statistics in Medicine. 20: 965-978. PMID 11252016 DOI: 10.1002/Sim.716  0.344
2001 Dunson DB. Modeling of changes in tumor burden Journal of Agricultural, Biological, and Environmental Statistics. 6: 38-48. DOI: 10.1198/108571101300325238  0.359
2001 Dunson DB, Dinse GE. Bayesian incidence analysis of animal tumorigenicity data Journal of the Royal Statistical Society. Series C: Applied Statistics. 50: 125-141. DOI: 10.1111/1467-9876.00224  0.405
2000 Dunson DB. Assessing overall risk in reproductive experiments Risk Analysis. 20: 429-437. PMID 11051068 DOI: 10.1111/0272-4332.204042  0.37
2000 Dunson DB, Haseman JK, van Birgelen AP, Stasiewicz S, Tennant RW. Statistical analysis of skin tumor data from Tg.AC mouse bioassays. Toxicological Sciences : An Official Journal of the Society of Toxicology. 55: 293-302. PMID 10828260 DOI: 10.1093/Toxsci/55.2.293  0.32
2000 Dunson DB, Weinberg CR. Modeling human fertility in the presence of measurement error Biometrics. 56: 288-292. PMID 10783808 DOI: 10.1111/J.0006-341X.2000.00288.X  0.37
2000 Dunson DB, Weinberg CR. Accounting for unreported and missing intercourse in human fertility studies Statistics in Medicine. 19: 665-679. PMID 10700738 DOI: 10.1002/(Sici)1097-0258(20000315)19:5<665::Aid-Sim391>3.0.Co;2-P  0.374
2000 Dunson DB. Corrigendum: Models for papilloma multiplicity and regression: applications to transgenic mouse studies Journal of the Royal Statistical Society Series C-Applied Statistics. 49: 421-422. DOI: 10.1111/1467-9876.00202  0.323
2000 Dunson DB. Models for papilloma multiplicity and regression: Applications to transgenic mouse studies Journal of the Royal Statistical Society. Series C: Applied Statistics. 49: 19-30. DOI: 10.1111/1467-9876.00176  0.357
2000 Dunson DB. Bayesian latent variable models for clustered mixed outcomes Journal of the Royal Statistical Society. Series B: Statistical Methodology. 62: 355-366. DOI: 10.1111/1467-9868.00236  0.428
2000 Dunson DB, Zhou H. A Bayesian Model for Fecundability and Sterility Journal of the American Statistical Association. 95: 1054-1062. DOI: 10.1080/01621459.2000.10474302  0.336
1999 Dunson DB, Haseman JK. Modeling tumor onset and multiplicity using transition models with latent variables Biometrics. 55: 965-970. PMID 11315036 DOI: 10.1111/J.0006-341X.1999.00965.X  0.347
1999 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. 14: 1835-1839. PMID 10402400 DOI: 10.1093/Humrep/14.7.1835  0.346
1998 Dunson DB. Dose-dependent number of implants and implications in developmental toxicity Biometrics. 54: 558-569. PMID 9629644 DOI: 10.2307/3109763  0.338
Low-probability matches (unlikely to be authored by this person)
2013 Johndrow JE, Lum K, Dunson DB. Diagonal orthant multinomial probit models Journal of Machine Learning Research. 31: 29-38.  0.299
2016 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. 1-6. PMID 27297611 DOI: 10.1080/13625187.2016.1196485  0.297
2019 Wang L, Zhang Z, Dunson D. Symmetric Bilinear Regression for Signal Subgraph Estimation Ieee Transactions On Signal Processing. 67: 1929-1940. DOI: 10.1109/Tsp.2019.2899818  0.296
2018 Shterev ID, Dunson DB, Chan C, Sempowski GD. Bayesian Multi-Plate High-Throughput Screening of Compounds. Scientific Reports. 8: 9551. PMID 29934615 DOI: 10.1038/S41598-018-27531-W  0.296
2005 Chen Z, Dunson DB. Rejoinder to "Comments about Joint Modeling of Cluster Size and Binary and Continuous Subunit-Specific Outcomes" Biometrics. 61: 866-867. DOI: 10.1111/J.1541-020X.2005.00409_2.X  0.295
2013 Li D, Longnecker MP, Dunson DB. Lipid adjustment for chemical exposures: accounting for concomitant variables. Epidemiology (Cambridge, Mass.). 24: 921-8. PMID 24051893 DOI: 10.1097/Ede.0B013E3182A671E4  0.295
2013 Banerjee A, Murray J, Dunson DB. Bayesian learning of joint distributions of objects Journal of Machine Learning Research. 31: 1-9.  0.295
2020 Aliverti E, Tilson J, Filer DL, Babcock B, Colaneri A, Ocasio J, Gershon TR, Wilhelmsen KC, Dunson DB. Projected t-SNE for batch correction. Bioinformatics (Oxford, England). PMID 32176244 DOI: 10.1093/Bioinformatics/Btaa189  0.294
2004 Stanford JB, Dunson DB, Tingen C. Studying Human Fertility: Response to Slama et al. and Joffe et al. Environmental Health Perspectives. 112. DOI: 10.1289/Ehp.112-1247488  0.293
2017 Lock EF, Dunson DB. Bayesian genome- and epigenome-wide association studies with gene level dependence. Biometrics. PMID 28083869 DOI: 10.1111/Biom.12649  0.291
2000 Wilcox AJ, Dunson D, Baird DD. The timing of the 'fertile window' in the menstrual cycle: Day specific estimates from a prospective study British Medical Journal. 321: 1259-1262. PMID 11082086 DOI: 10.1136/Bmj.321.7271.1259  0.291
2015 Fox EB, Dunson DB, Airoldi EM. Bayesian nonparametric covariance regression Journal of Machine Learning Research. 16: 2501-2542.  0.289
2016 Canale A, Dunson DB. Multiscale Bernstein polynomials for densities Statistica Sinica. 26: 1175-1195. DOI: 10.5705/Ss.202015.0163  0.288
2003 Baird DD, Dunson DB. Why is parity protective for uterine fibroids? Epidemiology (Cambridge, Mass.). 14: 247-50. PMID 12606893 DOI: 10.1097/01.Ede.0000054360.61254.27  0.287
2018 Zhao S, Engelhardt BE, Mukherjee S, Dunson DB. Fast Moment Estimation for Generalized Latent Dirichlet Models. Journal of the American Statistical Association. 113: 1528-1540. PMID 35875263 DOI: 10.1080/01621459.2017.1341839  0.286
2018 Zhao S, Engelhardt BE, Mukherjee S, Dunson DB. Fast Moment Estimation for Generalized Latent Dirichlet Models. Journal of the American Statistical Association. 113: 1528-1540. PMID 35875263 DOI: 10.1080/01621459.2017.1341839  0.286
2019 Camerlenghi F, Dunson DB, Lijoi A, Prünster I, Rodríguez A. Latent Nested Nonparametric Priors (with Discussion). Bayesian Analysis. 14: 1303-1356. PMID 35978607 DOI: 10.1214/19-BA1169  0.286
2009 MacLehose RF, Dunson DB. Nonparametric Bayes kernel-based priors for functional data analysis Statistica Sinica. 19: 611-629.  0.285
2019 Mukhopadhyay M, Dunson DB. Targeted Random Projection for Prediction From High-Dimensional Features Journal of the American Statistical Association. 1-13. DOI: 10.1080/01621459.2019.1677240  0.285
2001 Wilcox AJ, Baird DD, Dunson D, McChesney R, Weinberg CR. Natural limits of pregnancy testing in relation to the expected menstrual period Journal of the American Medical Association. 286: 1759-1761. PMID 11594902 DOI: 10.1001/Jama.286.14.1759  0.285
2018 Ovaskainen O, Tikhonov G, Dunson D, Grøtan V, Engen S, Sæther BE, Abrego N. How are species interactions structured in species-rich communities? A new method for analysing time-series data. Proceedings. Biological Sciences. 284. PMID 28539525 DOI: 10.1098/Rspb.2017.0768  0.285
2022 Zito A, Rigon T, Ovaskainen O, Dunson DB. Bayesian Modeling of Sequential Discoveries. Journal of the American Statistical Association. 118: 2521-2532. PMID 38501061 DOI: 10.1080/01621459.2022.2060835  0.285
2019 Nishimura A, Dunson D. Recycling Intermediate Steps to Improve Hamiltonian Monte Carlo Bayesian Analysis. DOI: 10.1214/19-Ba1171  0.285
2022 Russo M, Singer BH, Dunson DB. MULTIVARIATE MIXED MEMBERSHIP MODELING: INFERRING DOMAIN-SPECIFIC RISK PROFILES. The Annals of Applied Statistics. 16: 391-413. PMID 35757598 DOI: 10.1214/21-aoas1496  0.284
2018 Zhang Z, Descoteaux M, Zhang J, Girard G, Chamberland M, Dunson D, Srivastava A, Zhu H. Mapping population-based structural connectomes. Neuroimage. PMID 29355769 DOI: 10.1016/J.Neuroimage.2017.12.064  0.283
2019 Zhang Z, Descoteaux M, Dunson DB. Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions. Journal of the American Statistical Association. 114: 1505-1517. PMID 32265576 DOI: 10.1080/01621459.2019.1574582  0.283
2005 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. 97: 127-33. PMID 15533328 DOI: 10.1016/S0013-9351(03)00108-7  0.282
2006 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. 125: 72-8. PMID 16154254 DOI: 10.1016/J.Ejogrb.2005.07.024  0.281
2008 Ren L, Dunson DB, Carin L. The dynamic hierarchical Dirichlet process Proceedings of the 25th International Conference On Machine Learning. 824-831.  0.281
2018 Bertrán MA, Martínez NL, Wang Y, Dunson D, Sapiro G, Ringach D. Active learning of cortical connectivity from two-photon imaging data. Plos One. 13: e0196527. PMID 29718955 DOI: 10.1371/Journal.Pone.0196527  0.28
1999 Dunson DB, Weinberg CR, Perreault SD, Chapin RE. Summarizing the motion of self-propelled cells: Applications to sperm motility Biometrics. 55: 537-543. PMID 11318211 DOI: 10.1111/J.0006-341X.1999.00537.X  0.28
2014 Chen CWS, Dunson D, Frühwirth-Schnatter S, Walker SG. Special issue on Bayesian computing, methods and applications Computational Statistics and Data Analysis. 71: 273. DOI: 10.1016/J.Csda.2013.10.011  0.279
2004 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 (Oxford, England). 19: 1539-43. PMID 15190016 DOI: 10.1093/Humrep/Deh305  0.278
2019 Niu M, Cheung P, Lin L, Dai Z, Lawrence N, Dunson D. Intrinsic Gaussian processes on complex constrained domains Journal of the Royal Statistical Society: Series B (Statistical Methodology). 81: 603-627. DOI: 10.1111/Rssb.12320  0.278
2006 Stanford JB, Dunson DB. Foreword. Expanding Methodologies for Capturing Day-Specific Probabilities of Conception. Paediatric and Perinatal Epidemiology. 20: 1-2. PMID 17061967 DOI: 10.1111/J.1365-3016.2006.00764.X  0.276
2000 Weinberg CR, Dunson DB. Some Issues in Assessing Human Fertility Journal of the American Statistical Association. 95: 300-303. DOI: 10.1080/01621459.2000.10473928  0.274
2000 Dunson DB, Dinse GE. Distinguishing effects on tumor multiplicity and growth rate in chemoprevention experiments Biometrics. 56: 1068-1075. PMID 11129462 DOI: 10.1111/J.0006-341X.2000.01068.X  0.271
2022 Aliverti E, Dunson DB. COMPOSITE MIXTURE OF LOG-LINEAR MODELS WITH APPLICATION TO PSYCHIATRIC STUDIES. The Annals of Applied Statistics. 16: 765-790. PMID 35813556 DOI: 10.1214/21-aoas1515  0.271
2021 Aliverti E, Lum K, Johndrow JE, Dunson DB. Removing the influence of group variables in high-dimensional predictive modelling. Journal of the Royal Statistical Society. Series a, (Statistics in Society). 184: 791-811. PMID 35755858 DOI: 10.1111/rssa.12613  0.27
2020 Mukhopadhyay M, Li D, Dunson DB. Estimating densities with non-linear support by using Fisher-Gaussian kernels Journal of the Royal Statistical Society Series B-Statistical Methodology. DOI: 10.1111/Rssb.12390  0.27
2019 Badea A, Wu W, Shuff J, Wang M, Anderson RJ, Qi Y, Johnson GA, Wilson JG, Koudoro S, Garyfallidis E, Colton CA, Dunson DB. Identifying Vulnerable Brain Networks in Mouse Models of Genetic Risk Factors for Late Onset Alzheimer's Disease. Frontiers in Neuroinformatics. 13: 72. PMID 31920610 DOI: 10.3389/Fninf.2019.00072  0.269
2012 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. 29: 108-123. PMID 24678238 DOI: 10.1109/Msp.2011.943009  0.268
2007 Scarpa B, Dunson DB, Giacchi E. Bayesian selection of optimal rules for timing intercourse to conceive by using calendar and mucus. Fertility and Sterility. 88: 915-24. PMID 17601602 DOI: 10.1016/J.Fertnstert.2006.12.017  0.268
2012 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. 21: 130-44. PMID 21693421 DOI: 10.1109/Tip.2011.2160072  0.265
2015 Yazdani A, Dunson DB. A hybrid bayesian approach for genome-wide association studies on related individuals. Bioinformatics (Oxford, England). 31: 3890-6. PMID 26323717 DOI: 10.1093/Bioinformatics/Btv496  0.263
2022 Chakraborty A, Ovaskainen O, Dunson DB. BAYESIAN SEMIPARAMETRIC LONG MEMORY MODELS FOR DISCRETIZED EVENT DATA. The Annals of Applied Statistics. 16: 1380-1399. PMID 36465815 DOI: 10.1214/21-aoas1546  0.263
2022 Papadogeorgou G, Zhang Z, Dunson DB. Soft Tensor Regression. Journal of Machine Learning Research : Jmlr. 22. PMID 35754924  0.263
2020 Ferrari F, Dunson DB. IDENTIFYING MAIN EFFECTS AND INTERACTIONS AMONG EXPOSURES USING GAUSSIAN PROCESSES. The Annals of Applied Statistics. 14: 1743-1758. PMID 34630816 DOI: 10.1214/20-aoas1363  0.26
2016 Zhang J, Reddy A, Love C, Moffitt AB, Rajagopalan D, Leppä S, Pasanen A, Meriranta L, Karjalainen-Lindsberg M, Norgaard PH, Pederson M, Ortved Gang A, Hogdall E, Richards KL, Fedoriw YD, ... ... Dunson D, et al. Integrative Genetic and Clinical Analysis through Whole Exome Sequencing in 1001 Diffuse Large B Cell Lymphoma (DLBCL) Patients Reveals Novel Disease Drivers and Risk Groups Blood. 128: 1087-1087. DOI: 10.1182/Blood.V128.22.1087.1087  0.26
2007 Baird DD, Dunson DB, Hill MC, Cousins D, Schectman JM. Association of physical activity with development of uterine leiomyoma. American Journal of Epidemiology. 165: 157-63. PMID 17090618 DOI: 10.1093/Aje/Kwj363  0.259
2014 Wade S, Dunson DB, Petrone S, Trippa L. Improving prediction from dirichlet process mixtures via enrichment Journal of Machine Learning Research. 15: 1041-1071.  0.259
2014 McKinney MS, Beaven AW, Moffitt A, Smith JL, Lock E, Jima D, Healy J, Li G, Greenough A, Love CL, Yang XY, Dunson D, Lyerly HK, Bernal-Mizrachi L, Gascoyne RD, et al. Chemical Genomics Reveals JAK STAT Activation As a Mechanism of Resistance to HDAC Inhibitors in B Cell Lymphomas Blood. 124: 271-271. DOI: 10.1182/Blood.V124.21.271.271  0.258
2005 Gueorguieva RV, Chen Z, Dunson DB. Comments about joint modeling of cluster size and binary and continuous subunit-specific outcomes Biometrics. 61. PMID 16135040 DOI: 10.1111/j.1541-020X.2005.00409_1.x  0.257
2002 Dunson DB, Colombo B. TwoDay Algorithm in predicting fertile time Human Reproduction. 17: 1925-1926. DOI: 10.1093/Humrep/17.7.1925-A  0.257
2019 Camerlenghi F, Dunson DB, Lijoi A, Prünster I, Rodríguez A. Latent Nested Nonparametric Priors (with Discussion) Bayesian Analysis. 14: 1303-1356. DOI: 10.1214/19-Ba1169  0.256
2005 Dunson DB. Bayesian Biostatistics Handbook of Statistics. 25: 743-761. DOI: 10.1016/S0169-7161(05)25025-3  0.255
2016 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. 9: 1247-1272. DOI: 10.1137/15M1053554  0.255
2020 Boom WVD, Reeves G, Dunson DB. Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation Biometrika. DOI: 10.1093/Biomet/Asaa068  0.254
2022 Peruzzi M, Dunson DB. Spatial Multivariate Trees for Big Data Bayesian Regression. Journal of Machine Learning Research : Jmlr. 23. PMID 35891979  0.254
2017 Durante D, Dunson DB, Vogelstein JT. Rejoinder: Nonparametric Bayes Modeling of Populations of Networks Journal of the American Statistical Association. 112: 1547-1552. DOI: 10.1080/01621459.2017.1395643  0.252
2018 Guhaniyogi R, Qamar S, Dunson DB. Bayesian Conditional Density Filtering Journal of Computational and Graphical Statistics. 27: 657-672. DOI: 10.1080/10618600.2017.1422431  0.251
2022 Melikechi O, Young AL, Tang T, Bowman T, Dunson D, Johndrow J. Limits of epidemic prediction using SIR models. Journal of Mathematical Biology. 85: 36. PMID 36125562 DOI: 10.1007/s00285-022-01804-5  0.251
2023 Buch DA, Johndrow JE, Dunson DB. Explaining transmission rate variations and forecasting epidemic spread in multiple regions with a semiparametric mixed effects SIR model. Biometrics. PMID 37431147 DOI: 10.1111/biom.13901  0.251
2020 Mukhopadhyay M, Li D, Dunson DB. Estimating densities with non-linear support by using Fisher-Gaussian kernels. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 82: 1249-1271. PMID 35845818 DOI: 10.1111/rssb.12390  0.25
2017 Dunson DB. Toward Automated Prior Choice Statistical Science. 32: 41-43. DOI: 10.1214/16-Sts607  0.25
2008 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). The Journal of Allergy and Clinical Immunology. 122: 49-54, 54.e1-3. PMID 18468669 DOI: 10.1016/J.Jaci.2008.04.001  0.249
2014 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. 5: 3629-3639.  0.249
2017 Reddy A, Zhang J, Davis NS, Moffitt AB, Love CL, Waldrop A, Leppa S, Pasanen A, Meriranta L, Karjalainen-Lindsberg ML, Nørgaard P, Pedersen M, Gang AO, Høgdall E, Heavican TB, ... ... Dunson DB, et al. Genetic and Functional Drivers of Diffuse Large B Cell Lymphoma. Cell. 171: 481-494.e15. PMID 28985567 DOI: 10.1016/J.Cell.2017.09.027  0.249
2013 Durante D, Scarpa B, Dunson DB. Locally adaptive bayesian multivariate time series Advances in Neural Information Processing Systems.  0.248
2012 Zhang J, Grubor V, Love CL, Banerjee A, Richards KL, Miezcowski P, Dunphy CH, Choi WW, Auv W, Srivastava G, Lugar PL, Rizzieri DA, Lagoo AS, Bernal-Mizrachi L, Mann KP, ... ... Dunson DB, et al. The genetic landscape of immune-competent and HIV lymphoma Infectious Agents and Cancer. 7: 1-2. PMID 22551362 DOI: 10.1186/1750-9378-7-S1-O1  0.245
2013 Hannah LA, Dunson DB. Multivariate convex regression with adaptive partitioning Journal of Machine Learning Research. 14: 3153-3188.  0.244
2011 Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Corrections to “Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds” [Dec 10 6140-6155] Ieee Transactions On Signal Processing. 59: 1329-1329. DOI: 10.1109/Tsp.2011.2107810  0.243
2024 Huang J, Morsomme R, Dunson D, Xu J. Detecting changes in the transmission rate of a stochastic epidemic model. Statistics in Medicine. PMID 38409877 DOI: 10.1002/sim.10050  0.243
2010 Dunson DB. MULTIVARIATE KERNEL PARTITION PROCESS MIXTURES. Statistica Sinica. 20: 1395-1422. PMID 24478563  0.243
2001 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. 122: 33-44. PMID 11397555 DOI: 10.1016/S0378-4274(01)00345-9  0.241
2017 Zhang J, Reddy A, Davis N, Moffitt A, Love C, Waldrop A, Leppa S, Pasanen A, Meriranta L, Karjalainen-Lindsberg M, Norgaard PH, Pedersen MØ, Gang AO, Hogdall E, Heavican T, ... ... Dunson D, et al. Integrative Analysis of 1001 Diffuse Large B Cell Lymphoma Identifies Novel Oncogenic Roles for Rhoa Blood. 130: 37-37. DOI: 10.1182/Blood.V130.Suppl_1.37.37  0.239
2004 Dunson DB, Baird DD, Colombo B. Increased infertility with age in men and women. Obstetrics and Gynecology. 103: 51-6. PMID 14704244 DOI: 10.1097/01.Aog.0000100153.24061.45  0.239
2019 Panea RI, Love CL, Shingleton JR, Reddy A, Bailey JA, Moormann AM, Otieno JA, Ong'echa JM, Oduor CI, Schroeder KMS, Masalu N, Chao NJ, Agajanian M, Major MB, Fedoriw Y, ... ... Dunson DB, et al. The whole genome landscape of Burkitt lymphoma subtypes. Blood. PMID 31558468 DOI: 10.1182/Blood.2019001880  0.239
2016 McKinney MS, Moffitt AB, Rempel RE, Rajagopalan D, Healy J, Tzeng T, Datta J, Love C, Dunson D, Zhuang Y, Dave S. SETD2 Functional Loss through Mutation or Genetic Deletion Promotes Expansion of Normal and Malignant γδ T Cells through Loss of Tumor Suppressor Function and Upregulation of Oncogenic Pathways Blood. 128: 1052-1052. DOI: 10.1182/Blood.V128.22.1052.1052  0.239
2010 Wang C, Liao X, Carin L, Dunson DB. Classification with Incomplete Data Using Dirichlet Process Priors. Journal of Machine Learning Research : Jmlr. 11: 3269-3311. PMID 23990757  0.238
2014 Durante D, Scarpa B, Dunson DB. Locally adaptive factor processes for multivariate time series Journal of Machine Learning Research. 15: 1493-1522.  0.237
2013 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, ... ... Dunson D, et al. Genetic heterogeneity of diffuse large B-cell lymphoma. Proceedings of the National Academy of Sciences of the United States of America. 110: 1398-403. PMID 23292937 DOI: 10.1073/Pnas.1205299110  0.237
2013 Zhang J, Jima D, Liu Q, Moffitt A, Czader M, Hsi ED, Fedirow Y, Richards KL, Gill J, Sun Z, Love CL, Scotland PB, Lock E, Levy S, Dunson D, et al. The Genetic Landscape Of Mantle Cell Lymphoma and The Epigenetic Origins Of Lineage Specific Mutations Blood. 122: 347-347. DOI: 10.1182/Blood.V122.21.347.347  0.235
2003 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. 188: 100-7. PMID 12548202 DOI: 10.1067/Mob.2003.99  0.234
2022 Duan LL, Dunson DB. Bayesian Distance Clustering. Journal of Machine Learning Research : Jmlr. 22. PMID 35782785  0.234
2014 Durante D, Dunson DB. Bayesian logistic Gaussian process models for dynamic networks Journal of Machine Learning Research. 33: 194-201.  0.231
2017 Moffitt AB, Ondrejka SL, McKinney M, Rempel RE, Goodlad JR, Teh CH, Leppa S, Mannisto S, Kovanen PE, Tse E, Au-Yeung RKH, Kwong YL, Srivastava G, Iqbal J, Yu J, ... ... Dunson DB, et al. Enteropathy-associated T cell lymphoma subtypes are characterized by loss of function of SETD2. The Journal of Experimental Medicine. PMID 28424246 DOI: 10.1084/Jem.20160894  0.231
2020 Li D, Dunson DB. Classification via local manifold approximation Biometrika. DOI: 10.1093/Biomet/Asaa033  0.23
2006 Baird DD, Kesner JS, Dunson DB. Luteinizing hormone in premenopausal women may stimulate uterine leiomyomata development. Journal of the Society For Gynecologic Investigation. 13: 130-5. PMID 16443507 DOI: 10.1016/J.Jsgi.2005.12.001  0.23
2007 Palomo J, Dunson DB, Bollen K. Bayesian Structural Equation Modeling Handbook of Latent Variable and Related Models. 163-188. DOI: 10.1016/B978-044452044-9/50011-2  0.23
2012 Love CL, Jima D, Sun Z, Miles RR, Dunphy CH, Choi WWL, Au WY, Srivastava G, Lugar P, Rizzieri DA, Lagoo AS, Bernal-Mizrachi L, Mann KP, Flowers CR, Naresh K, ... ... Dunson D, et al. ID3 Is a Novel Tumor Suppressor Gene in Burkitt Lymphom Blood. 120: 898-898. DOI: 10.1182/Blood.V120.21.898.898  0.229
1999 Dunson WA, Dunson DB. Factors influencing growth and survival of the killifish, Rivulus marmoratus, held inside enclosures in mangrove swamps Copeia. 661-668. DOI: 10.2307/1447598  0.228
1998 Dunson WA, Paradise CJ, Dunson DB. Inhibitory effect of low salinity on growth and reproduction of the estuarine sheepshead minnow, Cyprinodon variegatus Copeia. 235-239. DOI: 10.2307/1447727  0.228
2001 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. 184: 127-35. PMID 11424008 DOI: 10.1086/322002  0.227
2011 Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of Machine Learning Research : Jmlr. 12: 203-239. PMID 25258593  0.227
2002 Dollé ME, Snyder WK, Dunson DB, Vijg J. Mutational fingerprints of aging. Nucleic Acids Research. 30: 545-9. PMID 11788717 DOI: 10.1093/Nar/30.2.545  0.226
2015 Chabout J, Sarkar A, Dunson DB, Jarvis ED. Male mice song syntax depends on social contexts and influences female preferences. Frontiers in Behavioral Neuroscience. 9: 76. PMID 25883559 DOI: 10.3389/Fnbeh.2015.00076  0.225
2016 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, et al. Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology. Neuron. PMID 27346529 DOI: 10.1016/J.Neuron.2016.05.038  0.223
2012 Petralia F, Rao V, Dunson DB. Repulsive mixtures Advances in Neural Information Processing Systems. 3: 1889-1897.  0.223
2012 Love C, Sun Z, Jima D, Li G, Zhang J, Miles R, Richards KL, Dunphy CH, Choi WW, Srivastava G, Lugar PL, Rizzieri DA, Lagoo AS, Bernal-Mizrachi L, Mann KP, ... ... Dunson DB, et al. The genetic landscape of mutations in Burkitt lymphoma. Nature Genetics. 44: 1321-5. PMID 23143597 DOI: 10.1038/Ng.2468  0.222
2023 Melikechi O, Dunson DB. Ellipsoid fitting with the Cayley transform. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 72: 70-83. PMID 38283047 DOI: 10.1109/tsp.2023.3332560  0.221
2022 Joubert BR, Kioumourtzoglou MA, Chamberlain T, Chen HY, Gennings C, Turyk ME, Miranda ML, Webster TF, Ensor KB, Dunson DB, Coull BA. Powering Research through Innovative Methods for Mixtures in Epidemiology (PRIME) Program: Novel and Expanded Statistical Methods. International Journal of Environmental Research and Public Health. 19. PMID 35162394 DOI: 10.3390/ijerph19031378  0.22
2017 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, ... ... Dunson DB, et al. The Genetic Basis of Hepatosplenic T Cell Lymphoma. Cancer Discovery. PMID 28122867 DOI: 10.1158/2159-8290.Cd-16-0330  0.22
2011 Dzirasa K, McGarity DL, Bhattacharya A, Kumar S, Takahashi JS, Dunson D, McClung CA, Nicolelis MA. 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. 31: 6449-56. PMID 21525286 DOI: 10.1523/Jneurosci.6144-10.2011  0.219
2023 Young AL, van den Boom W, Schroeder RA, Krishnamoorthy V, Raghunathan K, Wu HT, Dunson DB. Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data. Plos One. 18: e0284904. PMID 37099536 DOI: 10.1371/journal.pone.0284904  0.219
2020 Jauch M, Hoff PD, Dunson DB. Random orthogonal matrices and the Cayley transform Bernoulli. 26: 1560-1586. DOI: 10.3150/19-Bej1176  0.218
2014 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, ... ... Dunson D, et al. The genomic landscape of mantle cell lymphoma is related to the epigenetically determined chromatin state of normal B cells. Blood. 123: 2988-96. PMID 24682267 DOI: 10.1182/Blood-2013-07-517177  0.216
2018 Durante D, Dunson DB. Bayesian Inference and Testing of Group Differences in Brain Networks Bayesian Analysis. 13: 29-58. DOI: 10.1214/16-Ba1030  0.216
2015 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. 16: 11. PMID 25609184 DOI: 10.1186/S12864-014-1211-8  0.215
2017 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. 7: e00710. PMID 28638715 DOI: 10.1002/Brb3.710  0.213
2007 Ni K, Carin L, Dunson D. Multi-task learning for sequential data via iHMMs and the nested Dirichlet process Acm International Conference Proceeding Series. 227: 689-696. DOI: 10.1145/1273496.1273583  0.211
2020 Ferrari F, Dunson DB. Bayesian Factor Analysis for Inference on Interactions. Journal of the American Statistical Association. 116: 1521-1532. PMID 34898761 DOI: 10.1080/01621459.2020.1745813  0.21
2020 Ferrari F, Dunson DB. Bayesian Factor Analysis for Inference on Interactions. Journal of the American Statistical Association. 116: 1521-1532. PMID 34898761 DOI: 10.1080/01621459.2020.1745813  0.21
2014 Wang X, Peng P, Dunson DB. Median selection subset aggregation for parallel inference Advances in Neural Information Processing Systems. 3: 2195-2203.  0.209
2016 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. 10: 197. PMID 27812326 DOI: 10.3389/Fnbeh.2016.00197  0.209
2013 Petralia F, Vogelstein J, Dunson DB. Multiscale dictionary learning for estimating conditional distributions Advances in Neural Information Processing Systems.  0.208
2015 Canale A, Dunson DB. Bayesian multivariate mixed-scale density estimation Statistics and Its Interface. 8: 195-201.  0.207
2018 van den Boom W, Schroeder RA, Manning MW, Setji TL, Fiestan GO, Dunson DB. Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries. Diabetes Care. PMID 29440113 DOI: 10.2337/Dc17-2232  0.203
2003 Chulada PC, Arbes SJ, 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 The Journal of Allergy and Clinical Immunology. 111: 328-336. PMID 12589353 DOI: 10.1067/Mai.2003.127  0.199
2022 Legramanti S, Rigon T, Durante D, Dunson DB. EXTENDED STOCHASTIC BLOCK MODELS WITH APPLICATION TO CRIMINAL NETWORKS. The Annals of Applied Statistics. 16: 2369-2395. PMID 36425314 DOI: 10.1214/21-AOAS1595  0.198
2011 Zhang X, Dunson DB, Carin L. Tree-Structured Infinite Sparse Factor Model. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 785-792. PMID 25279389  0.198
2015 Wang X, Guo F, Heller KA, Dunson DB. Parallelizing MCMC with random partition trees Advances in Neural Information Processing Systems. 2015: 451-459.  0.197
2009 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.). 20: 604-10. PMID 19305350 DOI: 10.1097/Ede.0B013E31819D8D3F  0.197
2019 Wang L, Zhang Z, Dunson D. Common and individual structure of brain networks The Annals of Applied Statistics. 13: 85-112. DOI: 10.1214/18-Aoas1193  0.197
2012 Shterev ID, Dunson DB. Bayesian watermark attacks Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 695-702.  0.195
2016 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. 126. DOI: 10.1111/Oik.03674  0.192
2001 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”: [Toxicol. Lett. 122 (2001) 33–44] Toxicology Letters. 123: 237. DOI: 10.1016/S0378-4274(01)00417-9  0.189
2015 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. 317-320. DOI: 10.1145/2792838.2799683  0.188
2011 Armagan A, Dunson DB, Clyde M. Generalized Beta Mixtures of Gaussians. Advances in Neural Information Processing Systems. 24: 523-531. PMID 25364213  0.184
2011 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.  0.184
2010 Stanford JB, Mikolajczyk RT, Dunson DB. Are Chinese people really more fertile? Fertility and Sterility. 94: e58. PMID 20554275 DOI: 10.1016/J.Fertnstert.2010.05.004  0.183
2023 Liu R, Li M, Dunson DB. PPA: Principal parcellation analysis for brain connectomes and multiple traits. Neuroimage. 276: 120214. PMID 37286151 DOI: 10.1016/j.neuroimage.2023.120214  0.181
2012 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. 1: 369-376.  0.178
2020 Dunson D, Wood S. Report of the Editors-2019 Journal of the Royal Statistical Society: Series B (Statistical Methodology). 82: 3-4. DOI: 10.1111/Rssb.12350  0.177
2019 Dunson D, Wood S. Report of the Editors-2018 Journal of the Royal Statistical Society: Series B (Statistical Methodology). 81: 3-4. DOI: 10.1111/Rssb.12306  0.177
2017 Dunson D, Fryzlewicz P. Report of the Editors-2017 Journal of the Royal Statistical Society: Series B (Statistical Methodology). 80: 3-4. DOI: 10.1111/Rssb.12263  0.177
2017 Dunson D, Fryzlewicz P. Report of the Editors-2016 Journal of the Royal Statistical Society: Series B (Statistical Methodology). 79: 3-4. DOI: 10.1111/Rssb.12220  0.177
2009 Dunson DB. Comment on article by Craigmile et al Bayesian Analysis. 4: 41-44. DOI: 10.1214/09-Ba401B  0.175
2015 Wang X, Leng C, Dunson DB. On the consistency theory of high dimensional variable screening Advances in Neural Information Processing Systems. 2015: 2431-2439.  0.164
2023 Talbot A, Dunson D, Dzirasa K, Carlson D. Estimating a brain network predictive of stress and genotype with supervised autoencoders. Journal of the Royal Statistical Society. Series C, Applied Statistics. 72: 912-936. PMID 37662555 DOI: 10.1093/jrsssc/qlad035  0.163
2009 Ren L, Dunson DB, Lindroth S, Carin L. Music analysis with a Bayesian dynamic model Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1681-1684. DOI: 10.1109/ICASSP.2009.4959925  0.161
2019 Wang L, Zhang Z, Dunson D. Symmetric Bilinear Regression for Signal Subgraph Estimation. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 67: 1929-1940. PMID 37216010 DOI: 10.1109/tsp.2019.2899818  0.158
2011 Chen H, Dunson DB, Carin L. Topic Modeling with Nonparametric Markov Tree. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 377-384. PMID 25279387  0.158
2022 Dey P, Zhang Z, Dunson DB. Outlier Detection for Multi-Network Data. Bioinformatics (Oxford, England). PMID 35762974 DOI: 10.1093/bioinformatics/btac431  0.155
2008 Dunson DB, Peddada SD. Bayesian nonparametric inference on stochastic ordering Biometrika. 95: 859-874. DOI: 10.1093/biomet/asn043  0.153
2023 Li D, Nguyen P, Zhang Z, Dunson D. Tree representations of brain structural connectivity via persistent homology. Frontiers in Neuroscience. 17: 1200373. PMID 37901431 DOI: 10.3389/fnins.2023.1200373  0.147
2009 Wang C, An Q, Carin L, Dunson DB. Multi-task classification with infinite local experts Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1569-1572. DOI: 10.1109/ICASSP.2009.4959897  0.143
2009 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. 2009: 486-494. PMID 25360065  0.14
2012 Fox EB, Dunson DB. Multiresolution Gaussian processes Advances in Neural Information Processing Systems. 1: 737-745.  0.138
2000 Dunson DB, Tindall KR. Bayesian analysis of mutational spectra Genetics. 156: 1411-1418. PMID 11063712  0.135
2022 Mahzarnia A, Stout JA, Anderson RJ, Moon HS, Yar Han Z, Beck K, Browndyke JN, Dunson DB, Johnson KG, O'Brien RJ, Badea A. Identifying vulnerable brain networks associated with Alzheimer's disease risk. Cerebral Cortex (New York, N.Y. : 1991). PMID 36320163 DOI: 10.1093/cercor/bhac419  0.131
2021 Liu M, Zhang Z, Dunson DB. Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets. Neuroimage. 245: 118750. PMID 34823023 DOI: 10.1016/j.neuroimage.2021.118750  0.127
2002 Dunson DB, Colombo B. TwoDay Algorithm in predicting fertile time (multiple letters) Human Reproduction. 17: 1925-1926. PMID 12093862  0.123
2006 Dunson DB. Special issue of statistical methods in medical research on reproductive studies Statistical Methods in Medical Research. 15: 91-92. DOI: 10.1191/0962280206sm432ed  0.108
2011 Hannah LA, Dunson DB. Approximate dynamic programming for storage problems Proceedings of the 28th International Conference On Machine Learning, Icml 2011. 337-344.  0.092
2022 Badea A, Li D, Niculescu AR, Anderson RJ, Stout JA, Williams CL, Colton CA, Maeda N, Dunson DB. Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer's Disease. Frontiers in Neuroscience. 16: 848654. PMID 35784847 DOI: 10.3389/fnins.2022.848654  0.088
2014 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. 4299-4303. DOI: 10.1109/ICIP.2014.7025873  0.085
2016 Tang K, Dunson DB, Su Z, Liu R, Zhang J, Dong J. Subspace segmentation by dense block and sparse representation Neural Networks. 75: 66-76. DOI: 10.1016/j.neunet.2015.11.011  0.072
2002 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. 62: 3395-401. PMID 12067981  0.067
2012 Zhou M, Hannah LA, Dunson DB, Carin L. Beta-negative binomial process and poisson factor analysis Journal of Machine Learning Research. 22: 1462-1471.  0.065
2008 Rodríguez A, Dunson DB, Gelfand AE. The nested Dirichlet process: Rejoinder Journal of the American Statistical Association. 103: 1153-1154. DOI: 10.1198/016214508000000616  0.056
2022 Badea A, Li D, Niculescu AR, Anderson RJ, Stout JA, Williams CL, Colton CA, Maeda N, Dunson DB. Corrigendum: Absolute winding number differentiates mouse spatial navigation strategies with genetic risk for Alzheimer's disease. Frontiers in Neuroscience. 16: 1070425. PMID 36483178 DOI: 10.3389/fnins.2022.1070425  0.047
2015 Bhattacharya A, Pati D, Pillai NS, Dunson DB. Dirichlet–Laplace Priors for Optimal Shrinkage Journal of the American Statistical Association. 110: 1479-1490. DOI: 10.1080/01621459.2014.960967  0.039
2006 Chen Z, Dunson DB. The authors replied as follows [2] Biometrics. 62: 623-624. DOI: 10.1111/j.1541-0420.2006.00586_2.x  0.034
2013 Cornelis B, Yang Y, Vogelstein JT, Dooms A, Daubechies I, Dunson D. Bayesian crack detection in ultra high resolution multimodal images of paintings 2013 18th International Conference On Digital Signal Processing, Dsp 2013. DOI: 10.1109/ICDSP.2013.6622710  0.026
2014 Dunson DB. Comment Journal of the American Statistical Association. 109: 890-891. DOI: 10.1080/01621459.2014.955988  0.01
2008 Dunson DB. Comment Journal of the American Statistical Association. 103: 40-41. DOI: 10.1198/016214507000001436  0.01
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