David B. Dunson - Publications

Affiliations: 
University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Statistics

244 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
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  0.4
2020 Roy A, Dunson DB. Nonparametric graphical model for counts. Journal of Machine Learning Research : Jmlr. 21. PMID 33488299  1
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  0.96
2020 Li D, Dunson DB. Classification via local manifold approximation Biometrika. DOI: 10.1093/Biomet/Asaa033  0.96
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  0.56
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  0.56
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  0.56
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  0.56
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  0.56
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  1
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  0.4
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  0.44
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  1
2016 Yang Y, Dunson DB. Bayesian manifold regression Annals of Statistics. 44: 876-905. DOI: 10.1214/15-Aos1390  1
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  1
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  1
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  1
2015 Lock EF, Dunson DB. Shared kernel Bayesian screening. Biometrika. 102: 829-842. PMID 27046939 DOI: 10.1093/Biomet/Asv032  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2015 Kunihama T, Dunson DB. Nonparametric Bayes inference on conditional independence Biometrika. 103: 35-47. DOI: 10.1093/Biomet/Asv060  1
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  1
2015 Guhaniyogi R, Dunson DB. Bayesian Compressed Regression Journal of the American Statistical Association. 110: 1500-1514. DOI: 10.1080/01621459.2014.969425  1
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  1
2015 Canale A, Dunson DB. Bayesian multivariate mixed-scale density estimation Statistics and Its Interface. 8: 195-201.  1
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.  1
2015 Fox EB, Dunson DB, Airoldi EM. Bayesian nonparametric covariance regression Journal of Machine Learning Research. 16: 2501-2542.  1
2015 Wang X, Guo F, Heller KA, Dunson DB. Parallelizing MCMC with random partition trees Advances in Neural Information Processing Systems. 2015: 451-459.  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2014 Hannah LA, Powell WB, Dunson DB. Semiconvex regression for metamodeling-based optimization Siam Journal On Optimization. 24: 573-597. DOI: 10.1137/130907070  1
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  1
2014 Kundu S, Dunson DB. Latent factor models for density estimation Biometrika. 101: 641-654. DOI: 10.1093/Biomet/Asu019  1
2014 Lin L, Dunson DB. Bayesian monotone regression using Gaussian process projection Biometrika. 101: 303-317. DOI: 10.1093/Biomet/Ast063  1
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  1
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  1
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  1
2014 Durante D, Dunson DB. Bayesian logistic Gaussian process models for dynamic networks Journal of Machine Learning Research. 33: 194-201.  1
2014 Durante D, Scarpa B, Dunson DB. Locally adaptive factor processes for multivariate time series Journal of Machine Learning Research. 15: 1493-1522.  1
2014 Wang X, Peng P, Dunson DB. Median selection subset aggregation for parallel inference Advances in Neural Information Processing Systems. 3: 2195-2203.  1
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.  1
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.  1
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  1
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  1
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  1
2013 Armagan A, Dunson DB, Lee J. GENERALIZED DOUBLE PARETO SHRINKAGE. Statistica Sinica. 23: 119-143. PMID 24478567 DOI: 10.5705/Ss.2011.048  1
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  1
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  1
2013 Lock EF, Dunson DB. Bayesian consensus clustering. Bioinformatics (Oxford, England). 29: 2610-6. PMID 23990412 DOI: 10.1093/Bioinformatics/Btt425  1
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  1
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  1
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  1
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  1
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  1
2013 Canale A, Dunson DB. Nonparametric Bayes modelling of count processes Biometrika. 100: 801-816. DOI: 10.1093/Biomet/Ast037  1
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  1
2013 Hannah LA, Dunson DB. Multivariate convex regression with adaptive partitioning Journal of Machine Learning Research. 14: 3153-3188.  1
2013 Banerjee A, Murray J, Dunson DB. Bayesian learning of joint distributions of objects Journal of Machine Learning Research. 31: 1-9.  1
2013 Johndrow JE, Lum K, Dunson DB. Diagonal orthant multinomial probit models Journal of Machine Learning Research. 31: 29-38.  1
2013 Durante D, Scarpa B, Dunson DB. Locally adaptive bayesian multivariate time series Advances in Neural Information Processing Systems 1
2013 Petralia F, Vogelstein J, Dunson DB. Multiscale dictionary learning for estimating conditional distributions Advances in Neural Information Processing Systems 1
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  0.4
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  1
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  0.4
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  1
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  1
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  1
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  1
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  1
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  1
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  0.4
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  1
2012 Fox EB, Dunson DB. Multiresolution Gaussian processes Advances in Neural Information Processing Systems. 1: 737-745.  1
2012 Shterev ID, Dunson DB. Bayesian watermark attacks Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 695-702.  1
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.  1
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.  1
2012 Petralia F, Rao V, Dunson DB. Repulsive mixtures Advances in Neural Information Processing Systems. 3: 1889-1897.  1
2011 Armagan A, Dunson DB, Clyde M. Generalized Beta Mixtures of Gaussians. Advances in Neural Information Processing Systems. 24: 523-531. PMID 25364213  1
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  1
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  1
2011 Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of Machine Learning Research : Jmlr. 12: 203-239. PMID 25258593  1
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  1
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  1
2011 Rodríguez A, Dunson DB. Nonparametric Bayesian models through probit stick-breaking processes. Bayesian Analysis (Online). 6. PMID 24358072 DOI: 10.1214/11-Ba605  1
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  1
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  1
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  1
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  1
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  1
2011 Wang L, Dunson DB. Bayesian isotonic density regression. Biometrika. 98: 537-551. PMID 22822259 DOI: 10.1093/Biomet/Asr025  1
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  1
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  1
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  1
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  1
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  1
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  1
2011 Bhattacharya A, Dunson DB. Sparse Bayesian infinite factor models Biometrika. 98: 291-306. DOI: 10.1093/Biomet/Asr013  1
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  1
2011 Hannah LA, Dunson DB. Approximate dynamic programming for storage problems Proceedings of the 28th International Conference On Machine Learning, Icml 2011. 337-344.  1
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 1
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  0.4
2010 Dunson DB. MULTIVARIATE KERNEL PARTITION PROCESS MIXTURES. Statistica Sinica. 20: 1395-1422. PMID 24478563  1
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  1
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  1
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  0.4
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  1
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  1
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  1
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  1
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  1
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  1
2010 Maclehose RF, Dunson DB. Bayesian semiparametric multiple shrinkage. Biometrics. 66: 455-62. PMID 19508244 DOI: 10.1111/J.1541-0420.2009.01275.X  1
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  1
2010 Yang M, Dunson DB. Bayesian semiparametric structural equation models with latent variables Psychometrika. 75: 675-693. DOI: 10.1007/S11336-010-9174-4  1
2010 Park JH, Dunson DB. Bayesian generalized product partition model Statistica Sinica. 20: 1203-1226.  1
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  1
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  1
2009 Dunson DB. Nonparametric Bayes local partition models for random effects. Biometrika. 96: 249-262. PMID 23710074 DOI: 10.1093/Biomet/Asp021  1
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  1
2009 Dunson DB. Bayesian nonparametric hierarchical modeling. Biometrical Journal. Biometrische Zeitschrift. 51: 273-84. PMID 19358217 DOI: 10.1002/Bimj.200800183  1
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  1
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  1
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  1
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  1
2009 Dunson DB. Comment on article by Craigmile et al Bayesian Analysis. 4: 41-44. DOI: 10.1214/09-Ba401B  1
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  1
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  1
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  1
2009 MacLehose RF, Dunson DB. Nonparametric Bayes kernel-based priors for functional data analysis Statistica Sinica. 19: 611-629.  1
2008 Dunson DB, Park JH. Kernel stick-breaking processes. Biometrika. 95: 307-323. PMID 18800173 DOI: 10.1093/Biomet/Asn012  1
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  1
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  1
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  1
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  1
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  1
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  0.4
2008 Dunson DB, Peddada SD. Bayesian nonparametric inference on stochastic ordering Biometrika. 95: 859-874. DOI: 10.1093/biomet/asn043  1
2008 Ren L, Dunson DB, Carin L. The dynamic hierarchical Dirichlet process Proceedings of the 25th International Conference On Machine Learning. 824-831.  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2007 Dunson DB. Empirical bayes density regression Statistica Sinica. 17: 481-504.  1
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  1
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  1
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  1
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  1
2006 Dunson DB. Bayesian dynamic modeling of latent trait distributions. Biostatistics (Oxford, England). 7: 551-68. PMID 16488893 DOI: 10.1093/Biostatistics/Kxj025  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2005 Dunson DB. Bayesian semiparametric isotonic regression for count data Journal of the American Statistical Association. 100: 618-627. DOI: 10.1198/016214504000001457  1
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  1
2005 Dunson DB, Taylor JA. Approximate Bayesian inference for quantites Journal of Nonparametric Statistics. 17: 385-400. DOI: 10.1080/10485250500039049  1
2005 Dunson DB. Bayesian Biostatistics Handbook of Statistics. 25: 743-761. DOI: 10.1016/S0169-7161(05)25025-3  1
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  1
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  1
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  1
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  1
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  0.48
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2003 Dunson DB. Dynamic Latent Trait Models for Multidimensional Longitudinal Data Journal of the American Statistical Association. 98: 555-563. DOI: 10.1198/016214503000000387  1
2003 Dunson DB. Incorporating heterogeneous intercourse records into time to pregnancy models Mathematical Population Studies. 10: 127-143. DOI: 10.1080/08898480306714  1
2002 Dunson B, Baird DD. Bayesian modeling of incidence and progression of disease from cross-sectional data. Biometrics. 58: 813-22. PMID 12495135 DOI: 10.1111/J.0006-341X.2002.00813.X  1
2002 Dunson DB, Colombo B. TwoDay Algorithm in predicting fertile time (multiple letters) Human Reproduction. 17: 1925-1926. PMID 12093862  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2001 Dunson DB. Modeling of changes in tumor burden Journal of Agricultural, Biological, and Environmental Statistics. 6: 38-48. DOI: 10.1198/108571101300325238  1
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  1
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  1
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  1
2000 Dunson DB, Tindall KR. Bayesian analysis of mutational spectra Genetics. 156: 1411-1418. PMID 11063712  1
2000 Dunson DB. Assessing overall risk in reproductive experiments Risk Analysis. 20: 429-437. PMID 11051068 DOI: 10.1111/0272-4332.204042  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
1998 Dunson DB. Dose-dependent number of implants and implications in developmental toxicity Biometrics. 54: 558-569. PMID 9629644 DOI: 10.2307/3109763  1
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  1
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