Publications of David B. Dunson :recent first alphabetical combined bibtex listing:
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- Gelman, A; Carlin, JB; Stern, HS; Dunson, DB; Vehtari, A; Rubin, DB. Bayesian data analysis, third edition. January, 2013. 1-646 pp. [abs]
Papers Published
- Dunson, WA; Paradise, CJ; Dunson, DB. "Inhibitory effect of low salinity on growth and reproduction of the estuarine sheepshead minnow, Cyprinodon variegatus." Copeia 1998.1 (February, 1998): 235-239. [doi]
- Dunson, DB. "Dose-dependent number of implants and implications in developmental toxicity.." Biometrics 54.2 (June, 1998): 558-569. [doi] [abs]
- Dunson, DB; Weinberg, CR; Perreault, SD; Chapin, RE. "Summarizing the motion of self-propelled cells: applications to sperm motility.." Biometrics 55.2 (June, 1999): 537-543. [doi] [abs]
- Dunson, DB; Baird, DD; Wilcox, AJ; Weinberg, CR. "Day-specific probabilities of clinical pregnancy based on two studies with imperfect measures of ovulation.." Human reproduction (Oxford, England) 14.7 (July, 1999): 1835-1839. [doi] [abs]
- Dunson, WA; Dunson, DB. "Factors influencing growth and survival of the killifish, Rivulus marmoratus, held inside enclosures in mangrove swamps." Copeia 1999.3 (August, 1999): 661-668. [doi] [abs]
- Dunson, DB; Haseman, JK. "Modeling tumor onset and multiplicity using transition models with latent variables.." Biometrics 55.3 (September, 1999): 965-970. [doi] [abs]
- Dunson, DB; Weinberg, CR. "Accounting for unreported and missing intercourse in human fertility studies." Statistics in Medicine 19.5 (2000): 665-679. [doi] [abs]
- Dunson, DB. "Models for papilloma multiplicity and regression: Applications to transgenic mouse studies." Journal of the Royal Statistical Society. Series C: Applied Statistics 49.1 (January, 2000): 19-30. [doi] [abs]
- Dunson, DB. "Bayesian latent variable models for clustered mixed outcomes." Journal of the Royal Statistical Society. Series B: Statistical Methodology 62.2 (January, 2000): 355-366. [doi] [abs]
- Dunson, DB; Weinberg, CR. "Modeling human fertility in the presence of measurement error.." Biometrics 56.1 (March, 2000): 288-292. [doi] [abs]
- Weinberg, CR; Dunson, DB. "Some Issues in Assessing Human Fertility." Journal of the American Statistical AssociationStatistics in the 21st Century 95.449 (March, 2000): 300-303. [doi] [abs]
- Dunson, DB; Haseman, JK; van Birgelen, AP; Stasiewicz, S; Tennant, RW. "Statistical analysis of skin tumor data from Tg.AC mouse bioassays.." Toxicological sciences : an official journal of the Society of Toxicology 55.2 (June, 2000): 293-302. [doi] [abs]
- Dunson, DB. "Assessing overall risk in reproductive experiments.." Risk analysis : an official publication of the Society for Risk Analysis 20.4 (August, 2000): 429-437. [doi] [abs]
- Wilcox, AJ; Dunson, D; Baird, DD. "The timing of the "fertile window" in the menstrual cycle: day specific estimates from a prospective study.." BMJ (Clinical research ed.) 321.7271 (November, 2000): 1259-1262. [doi] [abs]
- Dunson, DB; Tindall, KR. "Bayesian analysis of mutational spectra.." Genetics 156.3 (November, 2000): 1411-1418. [doi] [abs]
- Dunson, DB; Zhou, H. "A Bayesian Model for Fecundability and Sterility." Journal of the American Statistical Association 95.452 (December, 2000): 1054-1062. [doi] [abs]
- Dunson, DB; Dinse, GE. "Distinguishing effects on tumor multiplicity and growth rate in chemoprevention experiments.." Biometrics 56.4 (December, 2000): 1068-1075. [doi] [abs]
- Dunson, DB; Dinse, GE. "Bayesian incidence analysis of animal tumorigenicity data." Journal of the Royal Statistical Society. Series C: Applied Statistics 50.2 (January, 2001): 125-141. [doi] [abs]
- Dunson, DB; Perreault, SD. "Factor analytic models of clustered multivariate data with informative censoring.." Biometrics 57.1 (March, 2001): 302-308. [doi] [abs]
- Dunson, DB. "Modeling of changes in tumor burden." Journal of Agricultural, Biological, and Environmental Statistics 6.1 (March, 2001): 38-48. [doi] [abs]
- Dunson, DB; Weinberg, CR; Baird, DD; Kesner, JS; Wilcox, AJ. "Assessing human fertility using several markers of ovulation.." Statistics in medicine 20.6 (March, 2001): 965-978. [doi] [abs]
- Wilcox, AJ; Dunson, DB; Weinberg, CR; Trussell, J; Baird, DD. "Likelihood of conception with a single act of intercourse: providing benchmark rates for assessment of post-coital contraceptives.." Contraception 63.4 (April, 2001): 211-215. [11376648], [doi] [abs]
- Nyska, A; Lomnitski, L; Spalding, J; Dunson, DB; Goldsworthy, TL; Ben-Shaul, V; Grossman, S; Bergman, M; Boorman, G. "Topical and oral administration of the natural water-soluble antioxidant from spinach reduces the multiplicity of papillomas in the Tg.AC mouse model.." Toxicology letters 122.1 (May, 2001): 33-44. [doi] [abs]
- Dunson, DB; Baird, DD. "A flexible parametric model for combining current status and age at first diagnosis data.." Biometrics 57.2 (June, 2001): 396-403. [doi] [abs]
- Dunson, DB. "Commentary: practical advantages of Bayesian analysis of epidemiologic data.." American journal of epidemiology 153.12 (June, 2001): 1222-1226. [doi] [abs]
- 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.." J Infect Dis 184.2 (July, 2001): 127-135. [11424008], [doi] [abs]
- Nyska, A; Lomnitski, L; Spalding, J; Dunson, DB; Goldsworthy, TL; Ben-Shaul, V; Grossman, S; Bergman, M; Boorman, G. "Erratum: 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 (2001) 122 (33-44) PII: S0378427401003459)." Toxicology Letters 123.2-3 (September, 2001): 237. [doi]
- Wilcox, AJ; Baird, DD; Dunson, D; McChesney, R; Weinberg, CR. "Natural limits of pregnancy testing in relation to the expected menstrual period.." JAMA 286.14 (October, 2001): 1759-1761. [doi] [abs]
- Dunson, DB; Sinai, I; Colombo, B. "The relationship between cervical secretions and the daily probabilities of pregnancy: effectiveness of the TwoDay Algorithm.." Human reproduction (Oxford, England) 16.11 (November, 2001): 2278-2282. [doi] [abs]
- Dunson, DB. "Bayesian modeling of the level and duration of fertility in the menstrual cycle.." Biometrics 57.4 (December, 2001): 1067-1073. [doi] [abs]
- Dollé, MET; Snyder, WK; Dunson, DB; Vijg, J. "Mutational fingerprints of aging.." Nucleic acids research 30.2 (January, 2002): 545-549. [doi] [abs]
- Dunson, DB; Dinse, GE. "Bayesian models for multivariate current status data with informative censoring.." Biometrics 58.1 (March, 2002): 79-88. [doi] [abs]
- Dunson, DB; Baird, DD. "A proportional hazards model for incidence and induced remission of disease.." Biometrics 58.1 (March, 2002): 71-78. [doi] [abs]
- Dunson, DB; Colombo, B; Baird, DD. "Changes with age in the level and duration of fertility in the menstrual cycle.." Human reproduction (Oxford, England) 17.5 (May, 2002): 1399-1403. [doi] [abs]
- Tiano, HF; Loftin, CD; Akunda, J; Lee, CA; Spalding, J; Sessoms, A; Dunson, DB; Rogan, EG; Morham, SG; Smart, RC; Langenbach, R. "Deficiency of either cyclooxygenase (COX)-1 or COX-2 alters epidermal differentiation and reduces mouse skin tumorigenesis.." Cancer research 62.12 (June, 2002): 3395-3401. [abs]
- Mikolajczyk, R. "TwoDay Algorithm in predicting fertile time.." Human reproduction (Oxford, England) 17.7 (July, 2002): 1925. [doi]
- Zeise, L; Hattis, D; Andersen, M; Bailer, AJ; Bayard, S; Chen, C; Clewell, H; Conolly, R; Crump, K; Dunson, D; Finkel, A; Haber, L; Jarabek, AM; Kodell, R; Krewski, D; Thomas, D; Thorslund, T; Wassell, JT. "Improving risk Assessment: Research opportunities in dose response modeling to improve risk assessment." Human and Ecological Risk Assessment 8.6 (October, 2002): 1421-1444. [doi] [abs]
- Dunson, B; Baird, DD. "Bayesian modeling of incidence and progression of disease from cross-sectional data.." Biometrics 58.4 (December, 2002): 813-822. [doi] [abs]
- Baird, DD; Dunson, DB; Hill, MC; Cousins, D; Schectman, JM. "High cumulative incidence of uterine leiomyoma in black and white women: ultrasound evidence.." American journal of obstetrics and gynecology 188.1 (January, 2003): 100-107. [doi] [abs]
- 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 111.2 (February, 2003): 328-336. [doi] [abs]
- Dunson, DB; Colombo, B. "Bayesian modeling of markers of day-specific fertility." Journal of the American Statistical Association 98.461 (March, 2003): 28-37. [doi] [abs]
- Dunson, DB; Chulada, P; Arbes, SJ. "Bayesian modeling of time-varying and waning exposure effects.." Biometrics 59.1 (March, 2003): 83-91. [doi] [abs]
- Baird, DD; Dunson, DB. "Why is parity protective for uterine fibroids?." Epidemiology (Cambridge, Mass.) 14.2 (March, 2003): 247-250. [doi] [abs]
- Dunson, DB. "Incorporating heterogeneous intercourse records into time to pregnancy models." Mathematical Population Studies 10.2 (April, 2003): 127-143. [doi] [abs]
- Stanford, JB; Smith, KR; Dunson, DB. "Vulvar mucus observations and the probability of pregnancy.." Obstetrics and gynecology 101.6 (June, 2003): 1285-1293. [doi] [abs]
- Dunson, DB; Watson, M; Taylor, JA. "Bayesian latent variable models for median regression on multiple outcomes.." Biometrics 59.2 (June, 2003): 296-304. [doi] [abs]
- Dunson, DB; Neelon, B. "Bayesian inference on order-constrained parameters in generalized linear models.." Biometrics 59.2 (June, 2003): 286-295. [doi] [abs]
- Dunson, DB; Chen, Z; Harry, J. "A Bayesian approach for joint modeling of cluster size and subunit-specific outcomes.." Biometrics 59.3 (September, 2003): 521-530. [doi] [abs]
- Dunson, DB. "Dynamic Latent Trait Models for Multidimensional Longitudinal Data." Journal of the American Statistical Association 98.463 (September, 2003): 555-563. [doi] [abs]
- Dunson, DB; Herring, AH. "Bayesian inferences in the Cox model for order-restricted hypotheses.." Biometrics 59.4 (December, 2003): 916-923. [doi] [abs]
- Chen, Z; Dunson, DB. "Random effects selection in linear mixed models.." Biometrics 59.4 (December, 2003): 762-769. [doi] [abs]
- Trouba, K; Nyska, A; Styblo, M; Dunson, D; Lomnitski, L; Grossman, S; Moser, G; Suttie, A; Patterson, R; Walton, F; Germolec, D. "Effect of antioxidants on the papilloma response and liver glutathione modulation mediated by arsenic in tg.ac transgenic mice." Arsenic Exposure and Health Effects V (December, 2003): 283-293. [doi] [abs]
- Tingen, C; Stanford, JB; Dunson, DB. "Methodologic and statistical approaches to studying human fertility and environmental exposure.." Environmental health perspectives 112.1 (January, 2004): 87-93. [doi] [abs]
- Dunson, DB; Baird, DD; Colombo, B. "Increased infertility with age in men and women.." Obstetrics and gynecology 103.1 (January, 2004): 51-56. [doi] [abs]
- Bigelow, JL; Dunson, DB; Stanford, JB; Ecochard, R; Gnoth, C; Colombo, B. "Mucus observations in the fertile window: a better predictor of conception than timing of intercourse.." Human reproduction (Oxford, England) 19.4 (April, 2004): 889-892. [doi] [abs]
- Neelon, B; Dunson, DB. "Bayesian isotonic regression and trend analysis.." Biometrics 60.2 (June, 2004): 398-406. [doi] [abs]
- Chen, Z; Dunson, DB. "Bayesian estimation of survival functions under stochastic precedence.." Lifetime data analysis 10.2 (June, 2004): 159-173. [doi] [abs]
- Dunson, DB; Chen, Z. "Selecting factors predictive of heterogeneity in multivariate event time data.." Biometrics 60.2 (June, 2004): 352-358. [doi] [abs]
- 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) 19.7 (July, 2004): 1539-1543. [15190016], [doi] [abs]
- Slama, R; Ducot, B; Keiding, N; Bouyer, J. "Studying human fertility and environmental exposures.." Environmental health perspectives 112.11 (August, 2004): A604. [doi]
- Dunson, DB; Holloman, C; Calder, C; Gunn, LH. "Bayesian modeling of multiple lesion onset and growth from interval-censored data.." Biometrics 60.3 (September, 2004): 676-683. [doi] [abs]
- O'Brien, SM; Dunson, DB. "Bayesian multivariate logistic regression.." Biometrics 60.3 (September, 2004): 739-746. [15339297], [doi] [abs]
- Herring, AH; Dunson, DB; Dole, N. "Modeling the effects of a bidirectional latent predictor from multivariate questionnaire data.." Biometrics 60.4 (December, 2004): 926-935. [doi] [abs]
- Dunson, DB; Herring, AH. "Bayesian latent variable models for mixed discrete outcomes.." Biostatistics (Oxford, England) 6.1 (January, 2005): 11-25. [doi] [abs]
- Longnecker, MP; Klebanoff, MA; Dunson, DB; Guo, X; Chen, Z; Zhou, H; Brock, JW. "Maternal serum level of the DDT metabolite DDE in relation to fetal loss in previous pregnancies.." Environmental research 97.2 (February, 2005): 127-133. [doi] [abs]
- Dunson, DB; Stanford, JB. "Bayesian inferences on predictors of conception probabilities.." Biometrics 61.1 (March, 2005): 126-133. [doi] [abs]
- Dunson, DB; Taylor, JA. "Approximate Bayesian inference for quantites." Journal of Nonparametric Statistics 17.3 (April, 2005): 385-400. [doi] [abs]
- Dunson, DB; Bigelow, JL; Colombo, B. "Reduced fertilization rates in older men when cervical mucus is suboptimal.." Obstetrics and gynecology 105.4 (April, 2005): 788-793. [doi] [abs]
- Dunson, DB; Herring, AH. "Bayesian model selection and averaging in additive and proportional hazards models.." Lifetime data analysis 11.2 (June, 2005): 213-232. [doi] [abs]
- Dunson, DB. "Bayesian semiparametric isotonic regression for count data." Journal of the American Statistical Association 100.470 (June, 2005): 618-627. [doi] [abs]
- Gunn, LH; Dunson, DB. "A transformation approach for incorporating monotone or unimodal constraints.." Biostatistics (Oxford, England) 6.3 (July, 2005): 434-449. [doi] [abs]
- Law, DCG; Klebanoff, MA; Brock, JW; Dunson, DB; Longnecker, MP. "Maternal serum levels of polychlorinated biphenyls and 1,1-dichloro-2,2-bis(p-chlorophenyl)ethylene (DDE) and time to pregnancy.." American journal of epidemiology 162.6 (September, 2005): 523-532. [doi] [abs]
- Peddada, SD; Dunson, DB; Tan, X. "Estimation of order-restricted means from correlated data." Biometrika 92.3 (September, 2005): 703-715. [doi] [abs]
- Gueorguieva, RV. "Comments about Joint Modeling of Cluster Size and Binary and Continuous Subunit-Specific Outcomes.." Biometrics 61.3 (September, 2005): 862-866. [doi] [abs]
- Dunson, DB. "Bayesian Biostatistics." Handbook of Statistics 25 (December, 2005): 743-761. [doi] [abs]
- Hans, C; Dunson, DB. "Bayesian inferences on umbrella orderings.." Biometrics 61.4 (December, 2005): 1018-1026. [16401275], [doi] [abs]
- Chen, Z; Dunson, DB. "The authors replied as follows [2]." Biometrics 62.2 (January, 2006): 623-624. [doi]
- Baird, DD; Kesner, JS; Dunson, DB. "Luteinizing hormone in premenopausal women may stimulate uterine leiomyomata development.." Journal of the Society for Gynecologic Investigation 13.2 (February, 2006): 130-135. [doi] [abs]
- Scarpa, B; Dunson, DB; Colombo, B. "Cervical mucus secretions on the day of intercourse: an accurate marker of highly fertile days.." European journal of obstetrics, gynecology, and reproductive biology 125.1 (March, 2006): 72-78. [doi] [abs]
- Dunson, DB. "Special issue of statistical methods in medical research on reproductive studies." Statistical Methods in Medical Research 15.2 (April, 2006): 91-92. [doi]
- Cai, B; Dunson, DB. "Bayesian covariance selection in generalized linear mixed models.." Biometrics 62.2 (June, 2006): 446-457. [html], [doi] [abs]
- O'Brien, SM; Kupper, LL; Dunson, DB. "Performance of tests of association in misspecified generalized linear models." Journal of Statistical Planning and Inference 136.9 (September, 2006): 3090-3100. [doi] [abs]
- Dunson, DB. "Bayesian dynamic modeling of latent trait distributions.." Biostatistics (Oxford, England) 7.4 (October, 2006): 551-568. [doi] [abs]
- Stanford, JB; Dunson, DB. "Foreword. Expanding Methodologies for Capturing Day-Specific Probabilities of Conception.." Paediatric and perinatal epidemiology 20 Suppl 1 (November, 2006): 1-2. [doi]
- Scarpa, B; Dunson, DB. "Bayesian selection of predictors of conception probabilities across the menstrual cycle.." Paediatric and perinatal epidemiology 20 Suppl 1.SUPPL. 1 (November, 2006): 30-37. [doi] [abs]
- Pennell, ML; Dunson, DB. "Bayesian semiparametric dynamic frailty models for multiple event time data.." Biometrics 62.4 (December, 2006): 1044-1052. [html], [doi] [abs]
- Kinney, S; Dunson, DB. "Fixed and random effects selection in linear and logistic models." Biometrics 63.3 (2007): 690-698. [17403104], [doi] [abs]
- Baird, DD; Dunson, DB; Hill, MC; Cousins, D; Schectman, JM. "Association of physical activity with development of uterine leiomyoma.." American journal of epidemiology 165.2 (January, 2007): 157-163. [doi] [abs]
- MacLehose, RF; Dunson, DB; Herring, AH; Hoppin, JA. "Bayesian methods for highly correlated exposure data.." Epidemiology (Cambridge, Mass.) 18.2 (March, 2007): 199-207. [doi] [abs]
- Scarpa, B; Dunson, DB. "Bayesian methods for searching for optimal rules for timing intercourse to achieve pregnancy.." Statistics in medicine 26.9 (April, 2007): 1920-1936. [doi] [abs]
- Dunson, DB; Pillai, N; Park, JH. "Bayesian density regression." Journal of the Royal Statistical Society. Series B: Statistical Methodology 69.2 (April, 2007): 163-183. [doi] [abs]
- Dunson, DB. "Empirical bayes density regression." Statistica Sinica 17.2 (April, 2007): 481-504. [abs]
- Stanford, JB; Dunson, DB. "Effects of sexual intercourse patterns in time to pregnancy studies.." American journal of epidemiology 165.9 (May, 2007): 1088-1095. [doi] [abs]
- Xue, Y; Dunson, D; Carin, L. "The matrix stick-breaking process for flexible multi-task learning." ACM International Conference Proceeding Series 227 (August, 2007): 1063-1070. [doi] [abs]
- Ni, K; Carin, L; Dunson, D. "Multi-task learning for sequential data via iHMMs and the nested Dirichlet process." ACM International Conference Proceeding Series 227 (August, 2007): 689-696. [doi] [abs]
- Bigelow, JL; Dunson, DB. "Bayesian adaptive regression splines for hierarchical data.." Biometrics 63.3 (September, 2007): 724-732. [17403106], [doi] [abs]
- Dunson, DB. "Bayesian methods for latent trait modelling of longitudinal data.." Statistical methods in medical research 16.5 (October, 2007): 399-415. [doi] [abs]
- Scarpa, B; Dunson, DB; Giacchi, E. "Bayesian selection of optimal rules for timing intercourse to conceive by using calendar and mucus.." Fertility and sterility 88.4 (October, 2007): 915-924. [doi] [abs]
- Pennell, ML; Dunson, DB. "Fitting semiparametric random effects models to large data sets.." Biostatistics (Oxford, England) 8.4 (October, 2007): 821-834. [doi] [abs]
- Palomo, J; Dunson, DB; Bollen, K. "Bayesian Structural Equation Modeling." (December, 2007): 163-188. [doi] [abs]
- Cai, B; Dunson, DB. "Bayesian multivariate isotonic regression splines: Applications to carcinogenicity studies." Journal of the American Statistical Association 102.480 (December, 2007): 1158-1171. [doi] [abs]
- Rodriguez, A; Dunson, DB; Gelfand, AE. "Nonparametric functional data analysis through Bayesian density estimation." Biometrika 96 (2008): 149-162.
- Rodriguez, A; Dunson, DB; Gelfand, AE. "The nested Dirichlet process (with discussion)." Journal of the American Statistical Association (2008).
- Yang, M; Dunson, DB. "Bayesian semiparametric structural equation models with latent variables." Psychometrika 75.4 (2008): 675-693. [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE. "The nested dirichlet process." Journal of the American Statistical Association 103.483 (January, 2008): 1131-1154. [doi] [abs]
- Qi, Y; Liu, D; Dunson, D; Carin, L. "Multi-task compressive sensing with dirichlet process priors." Proceedings of the 25th International Conference on Machine Learning (January, 2008): 768-775. [doi] [abs]
- An, Q; Wang, C; Shterev, I; Wang, E; Carin, L; Dunson, DB. "Hierarchical kernel stick-breaking process for multi-task image analysis." Proceedings of the 25th International Conference on Machine Learning (January, 2008): 17-24. [doi] [abs]
- Ren, L; Dunson, DB; Carin, L. "The dynamic hierarchical Dirichlet process." Proceedings of the 25th International Conference on Machine Learning (January, 2008): 824-831. [doi] [abs]
- Dunson, DB; Herring, A; Siega-Riz, AM. "Bayesian Inference on Changes in Response Densities over Predictor Clusters.." Journal of the American Statistical Association 103.484 (January, 2008): 1508-1517. [doi] [abs]
- Dunson, DB. "Comment." Journal of the American Statistical Association 103.481 (March, 2008): 40-41. [doi]
- Dunson, DB; Xue, Y; Carin, L. "The matrix stick-breaking process: Flexible Bayes meta-analysis." Journal of the American Statistical Association 103.481 (March, 2008): 317-327. [doi] [abs]
- Dunson, DB; Herring, AH; Engel, SM. "Bayesian selection and clustering of polymorphisms in functionally related genes." Journal of the American Statistical Association 103.482 (June, 2008): 534-546. [doi] [abs]
- Pennell, ML; Dunson, DB. "Nonparametric bayes testing of changes in a response distribution with an ordinal predictor.." Biometrics 64.2 (June, 2008): 413-423. [doi] [abs]
- Dunson, DB; Park, JH. "Kernel stick-breaking processes." Biometrika 95.2 (June, 2008): 307-323. [doi] [abs]
- Elliott, L; Henderson, J; Northstone, K; Chiu, GY; Dunson, D; London, SJ. "Prospective study of breast-feeding in relation to wheeze, atopy, and bronchial hyperresponsiveness in the Avon Longitudinal Study of Parents and Children (ALSPAC).." The Journal of allergy and clinical immunology 122.1 (July, 2008): 49-54.e3. [doi] [abs]
- 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 56.8 II (August, 2008): 3918-3931. [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE. "The nested Dirichlet process: Rejoinder." Journal of the American Statistical Association 103.483 (September, 2008): 1153-1154. [doi]
- Dunson, DB; Peddada, SD. "Bayesian nonparametric inference on stochastic ordering.." Biometrika 95.4 (December, 2008): 859-874. [doi] [abs]
- Armagan, A; Dunson, DB. "Sparse variational analysis of large longitudinal data sets." Statistics & Probability Letters (2009).
- Wang, L; Dunson, DB. "Semiparametric Bayes multiple testing: Applications to tumor data.." Biometrics 66.2 (2009): 493-501. [doi] [abs]
- Wang, L; Dunson, DB. "Fast Bayesian inference in Dirichlet process mixture models." Journal of Computational & Graphical Statistics 20.1 (2009): 196-216. [doi] [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE. "Bayesian Nonparametric Functional Data Analysis Through Density Estimation.." Biometrika 96.1 (January, 2009): 149-162. [doi] [abs]
- Du, L; Ren, L; Dunson, DB; Carin, L. "A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation.." Advances in neural information processing systems 2009 (January, 2009): 486-494. [abs]
- Rodriguez, A; Dunson, DB; Taylor, J. "Bayesian hierarchically weighted finite mixture models for samples of distributions.." Biostatistics (Oxford, England) 10.1 (January, 2009): 155-171. [doi] [abs]
- Bigelow, JL; Dunson, DB. "Bayesian semiparametric joint models for functional predictors.." Journal of the American Statistical Association 104.485 (January, 2009): 26-36. [doi] [abs]
- Dunson, DB. "Nonparametric Bayes local partition models for random effects.." Biometrika 96.2 (January, 2009): 249-262. [doi] [abs]
- Ji, S; Dunson, D; Carin, L. "Multitask compressive sensing." IEEE Transactions on Signal Processing 57.1 (January, 2009): 92-106. [doi] [abs]
- Dunson, DB. "Bayesian nonparametric hierarchical modeling.." Biometrical journal. Biometrische Zeitschrift 51.2 (April, 2009): 273-284. [19358217], [doi] [abs]
- MacLehose, RF; Dunson, DB. "Nonparametric Bayes kernel-based priors for functional data analysis." Statistica Sinica 19.2 (April, 2009): 611-629. [abs]
- Ghosh, J; Dunson, DB. "Default Prior Distributions and Efficient Posterior Computation in Bayesian Factor Analysis.." Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 18.2 (June, 2009): 306-320. [doi] [abs]
- Baird, DD; Travlos, G; Wilson, R; Dunson, DB; Hill, MC; D'Aloisio, AA; London, SJ; Schectman, JM. "Uterine leiomyomata in relation to insulin-like growth factor-I, insulin, and diabetes.." Epidemiology (Cambridge, Mass.) 20.4 (July, 2009): 604-610. [doi] [abs]
- Scarpa, B; Dunson, DB. "Bayesian hierarchical functional data analysis via contaminated informative priors.." Biometrics 65.3 (September, 2009): 772-780. [doi] [abs]
- 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 (September, 2009): 1681-1684. [doi] [abs]
- 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 (September, 2009): 1569-1572. [doi] [abs]
- Dunson, DB. "Comment on article by Craigmile et al.." Bayesian Analysis 4.1 (December, 2009): 41-44. [doi]
- Chung, Y; Dunson, DB. "Nonparametric Bayes Conditional Distribution Modeling With Variable Selection.." Journal of the American Statistical Association 104.488 (December, 2009): 1646-1660. [repository], [doi] [abs]
- Mitra, R; Dunson, D. "Two-level stochastic search variable selection in GLMs with missing predictors.." The international journal of biostatistics 6.1 (January, 2010): Article-33. [doi] [abs]
- Wang, E; Liu, D; Silva, J; Dunson, D; Carin, L. "Joint analysis of time-evolving binary matrices and associated documents." Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 (January, 2010). [abs]
- Wang, C; Liao, X; Carin, L; Dunson, DB. "Classification with Incomplete Data Using Dirichlet Process Priors.." Journal of machine learning research : JMLR 11 (March, 2010): 3269-3311. [abs]
- Rodríguez, A; Dunson, DB; Gelfand, AE. "Latent Stick-Breaking Processes.." Journal of the American Statistical Association 105.490 (April, 2010): 647-659. [23559690], [doi] [abs]
- Maclehose, RF; Dunson, DB. "Bayesian semiparametric multiple shrinkage.." Biometrics 66.2 (June, 2010): 455-462. [doi] [abs]
- Ren, L; Dunson, D; Lindroth, S; Carin, L. "Dynamic nonparametric bayesian models for analysis of music." Journal of the American Statistical Association 105.490 (June, 2010): 458-472. [repository], [doi] [abs]
- Bornkamp, B; Ickstadt, K; Dunson, D. "Stochastically ordered multiple regression.." Biostatistics (Oxford, England) 11.3 (July, 2010): 419-431. [doi] [abs]
- Park, JH; Dunson, DB. "Bayesian generalized product partition model." Statistica Sinica 20.3 (July, 2010): 1203-1226. [repository] [abs]
- Stanford, JB; Mikolajczyk, RT; Dunson, DB. "Are Chinese people really more fertile?." Fertility and sterility 94.3 (August, 2010): e58. [doi]
- Yang, M; Dunson, DB; Baird, D. "Semiparametric Bayes hierarchical models with mean and variance constraints.." Computational statistics & data analysis 54.9 (September, 2010): 2172-2186. [doi] [abs]
- Cai, B; Dunson, DB; Stanford, JB. "Dynamic model for multivariate markers of fecundability.." Biometrics 66.3 (September, 2010): 905-913. [doi] [abs]
- Dunson, DB. "MULTIVARIATE KERNEL PARTITION PROCESS MIXTURES.." Statistica Sinica 20.4 (October, 2010): 1395-1422. [abs]
- Blei, D; Carin, L; Dunson, D. "Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.." IEEE signal processing magazine 27.6 (November, 2010): 55-65. [doi] [abs]
- Chen, B; Chen, M; Paisley, J; Zaas, A; Woods, C; Ginsburg, GS; Hero, A; Lucas, J; Dunson, D; Carin, L. "Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies.." BMC Bioinformatics 11 (November, 2010): 552. [21062443], [doi] [abs]
- Gordon, GJ; Dunson, D. "Preface to the Proceedings of AISTATS 2011." Journal of Machine Learning Research 9 (December, 2010): 1-2.
- Wang, E; Liu, D; Silva, J; Dunson, D; Carin, L. "Joint analysis of time-evolving binary matrices and associated documents." Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 (December, 2010). [abs]
- Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L. "Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.." IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society 58.12 (December, 2010): 6140-6155. [doi] [abs]
- Bhattacharya, A; Dunson, DB. "Nonparametric Bayesian density estimation on manifolds with applications to planar shapes.." Biometrika 97.4 (December, 2010): 851-865. [22822255], [doi] [abs]
- Zhou, M; Wang, C; Chen, M; Paisley, J; Dunson, D; Carin, L. "Nonparametric bayesian matrix completion." 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010 (December, 2010): 213-216. [doi] [abs]
- Armagan, A; Dunson, DB; Clyde, MA. "Generalized Beta Mixtures of Gaussians." Advances in Neural Information Processing Systems 24 (2011): 523-531. [abs]
- Ren, L; Du, L; Carin, L; Dunson, DB. "Logistic Stick-Breaking Process.." Journal of machine learning research : JMLR 12.Jan (January, 2011): 203-239. [abs]
- 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 (January, 2011): 377-384. [abs]
- 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 (January, 2011): 785-792. [abs]
- Chen, M; Zaas, A; Woods, C; Ginsburg, GS; Lucas, J; Dunson, D; Carin, L. "Predicting Viral Infection From High-Dimensional Biomarker Trajectories.." J Am Stat Assoc 106.496 (January, 2011): 1259-1279. [doi] [abs]
- Armagan, A; Dunson, DB; Clyde, M. "Generalized beta mixtures of Gaussians." Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (January, 2011). [abs]
- Ren, L; Wang, Y; Dunson, D; Carin, L. "The kernel beta process." Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (January, 2011). [abs]
- Zhang, XX; Dunson, DB; Carin, L. "Hierarchical topic modeling for analysis of time-evolving personal choices." Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (January, 2011). [abs]
- Shi, M; Dunson, DB. "Bayesian Variable Selection via Particle Stochastic Search.." Statistics & probability letters 81.2 (February, 2011): 283-291. [21278860], [doi] [abs]
- Chung, Y; Dunson, DB. "The local Dirichlet process.." Annals of the Institute of Statistical Mathematics 63.1 (February, 2011): 59-80. [doi] [abs]
- Rodríguez, A; Dunson, DB. "Nonparametric Bayesian models through probit stick-breaking processes.." Bayesian analysis 6.1 (March, 2011): 145-178. [doi] [abs]
- Pati, D; Reich, BJ; Dunson, DB. "Bayesian geostatistical modelling with informative sampling locations.." Biometrika 98.1 (March, 2011): 35-48. [doi] [abs]
- Chen, M; Silva, J; Paisley, J; Wang, C; Dunson, D; Carin, L. "Erratum: Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds (IEEE Transactions Signal Processing (2011)) 58,12 (6140-6155))." IEEE Transactions on Signal Processing 59.3 (March, 2011): 1329. [doi]
- Carin, L; Baraniuk, RG; Cevher, V; Dunson, D; Jordan, MI; Sapiro, G; Wakin, MB. "Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements.." IEEE signal processing magazine 28.2 (March, 2011): 39-51. [doi] [abs]
- Reich, BJ; Fuentes, M; Dunson, DB. "Bayesian Spatial Quantile Regression.." Journal of the American Statistical Association 106.493 (March, 2011): 6-20. [repository], [doi] [abs]
- Dzirasa, K; McGarity, DL; Bhattacharya, A; Kumar, S; Takahashi, JS; Dunson, D; McClung, CA; Nicolelis, MAL. "Impaired limbic gamma oscillatory synchrony during anxiety-related behavior in a genetic mouse model of bipolar mania.." J Neurosci 31.17 (April, 2011): 6449-6456. [21525286], [doi] [abs]
- Page, GL; Dunson, DB. "Bayesian Local Contamination Models for Multivariate Outliers.." Technometrics : a journal of statistics for the physical, chemical, and engineering sciences 53.2 (May, 2011): 152-162. [doi] [abs]
- Crandell, JL; Dunson, DB. "Posterior simulation across nonparametric models for functional clustering." Sankhya B 73.1 (May, 2011): 42-61. [doi] [abs]
- Bhattacharya, A; Dunson, DB. "Sparse Bayesian infinite factor models.." Biometrika 98.2 (June, 2011): 291-306. [23049129], [doi] [abs]
- Liu, F; Dunson, D; Zou, F. "High-dimensional variable selection in meta-analysis for censored data.." Biometrics 67.2 (June, 2011): 504-512. [doi] [abs]
- Xing, C; Dunson, DB. "Bayesian inference for genomic data integration reduces misclassification rate in predicting protein-protein interactions.." PLoS computational biology 7.7 (July, 2011): e1002110. [21829334], [doi] [abs]
- Armagan, A; Dunson, D. "Sparse variational analysis of linear mixed models for large data sets." Statistics and Probability Letters 81.8 (August, 2011): 1056-1062. [doi] [abs]
- Zhou, M; Yang, H; Sapiro, G; Dunson, D; Carin, L. "Covariate-dependent dictionary learning and sparse coding." ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (August, 2011): 5824-5827. [doi] [abs]
- Yang, H; O'Brien, S; Dunson, DB. "Nonparametric Bayes Stochastically Ordered Latent Class Models.." J Am Stat Assoc 106.495 (September, 2011): 807-817. [22505787], [doi] [abs]
- Wang, L; Dunson, DB. "Semiparametric bayes' proportional odds models for current status data with underreporting.." Biometrics 67.3 (September, 2011): 1111-1118. [doi] [abs]
- Wang, L; Dunson, DB. "Bayesian isotonic density regression.." Biometrika 98.3 (September, 2011): 537-551. [doi] [abs]
- Hannah, LA; Dunson, DB. "Approximate dynamic programming for storage problems." Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (October, 2011): 337-344. [abs]
- Chen, B; Polatkan, G; Sapiro, G; Dunson, DB; Carin, L. "The hierarchical beta process for convolutional factor analysis and deep learning." Proceedings of the 28th International Conference on Machine Learning, ICML 2011 (October, 2011): 361-368. [abs]
- Gordon, GJ; Dunson, D. "Preface to the proceedings of AISTATS 2011." Journal of Machine Learning Research 15 (December, 2011): 1-2.
- Canale, A; Dunson, DB. "Bayesian Kernel Mixtures for Counts.." Journal of the American Statistical Association 106.496 (December, 2011): 1528-1539. [doi] [abs]
- Zhang, XX; Dunson, DB; Carin, L. "Hierarchical topic modeling for analysis of time-evolving personal choices." Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (December, 2011). [abs]
- Ren, L; Wang, Y; Dunson, D; Carin, L. "The kernel beta process." Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 (December, 2011). [abs]
- Zhou, M; Carin, L; Yang, H; Dunson, D; Sapiro, G. "Dependent hierarchical beta process for image interpolation and denoising." Journal of Machine Learning Research 15 (December, 2011): 883-891. [abs]
- Zhou, M; Chen, H; Paisley, J; Ren, L; Li, L; Xing, Z; Dunson, D; Sapiro, G; Carin, L. "Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images.." IEEE transactions on image processing : a publication of the IEEE Signal Processing Society 21.1 (January, 2012): 130-144. [21693421], [doi] [abs]
- Dunson, DB; Xing, C. "Nonparametric Bayes Modeling of Multivariate Categorical Data.." Journal of the American Statistical Association 104.487 (January, 2012): 1042-1051. [doi] [abs]
- Carin, L; Hero, A; Lucas, J; Dunson, D; Chen, M; Heñao, R; Tibau-Puig, A; Zaas, A; Woods, CW; Ginsburg, GS. "High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections.." IEEE Signal Process Mag 29.1 (January, 2012): 108-123. [doi]
- Fyshe, A; Fox, E; Dunson, D; Mitchell, T. "Hierarchical latent dictionaries for models of brain activation." Journal of Machine Learning Research 22 (January, 2012): 409-421. [abs]
- Zhou, M; Hannah, LA; Dunson, DB; Carin, L. "Beta-negative binomial process and poisson factor analysis." Journal of Machine Learning Research 22 (January, 2012): 1462-1471. [abs]
- Bhattacharya, A; Dunson, DB. "Simplex Factor Models for Multivariate Unordered Categorical Data.." Journal of the American Statistical Association 107.497 (March, 2012): 362-377. [doi] [abs]
- Bhattacharya, A; Dunson, DB. "Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds.." Annals of the Institute of Statistical Mathematics 64.4 (August, 2012): 687-714. [doi] [abs]
- Bhattacharya, A; Dunson, D. "Nonparametric Bayes classification and hypothesis testing on manifolds." Journal of Multivariate Analysis 111 (October, 2012): 1-19. [doi] [abs]
- Hua, Z; Dunson, DB; Gilmore, JH; Styner, MA; Zhu, H. "Semiparametric Bayesian local functional models for diffusion tensor tract statistics.." NeuroImage 63.1 (October, 2012): 460-474. [doi] [abs]
- Hannah, LA; Dunson, DB. "Ensemble methods for convex regression with applications to geometric programming based circuit design." Proceedings of the 29th International Conference on Machine Learning, ICML 2012 1 (October, 2012): 369-376. [abs]
- Shterev, ID; Dunson, DB. "Bayesian watermark attacks." Proceedings of the 29th International Conference on Machine Learning, ICML 2012 1 (October, 2012): 695-702. [abs]
- Zhou, M; Li, L; Dunson, D; Carin, L. "Lognormal and gamma mixed negative binomial regression." Proceedings of the 29th International Conference on Machine Learning, ICML 2012 2 (October, 2012): 1343-1350. [repository] [abs]
- Petralia, F; Rao, V; Dunson, DB. "Repulsive mixtures." Advances in Neural Information Processing Systems 3 (December, 2012): 1889-1897. [abs]
- Fox, EB; Dunson, DB. "Multiresolution Gaussian processes." Advances in Neural Information Processing Systems 1 (December, 2012): 737-745. [abs]
- Ding, M; He, L; Dunson, D; Carin, L. "Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process.." Bayesian analysis 7.4 (December, 2012): 813-840. [Gateway.cgi], [doi] [abs]
- Love, C; Sun, Z; Jima, D; Li, G; Zhang, J; Miles, R; Richards, KL; Dunphy, CH; Choi, WWL; Srivastava, G; Lugar, PL; Rizzieri, DA; Lagoo, AS; Bernal-Mizrachi, L; Mann, KP; Flowers, CR; Naresh, KN; Evens, AM; Chadburn, A; Gordon, LI; Czader, MB; Gill, JI; Hsi, ED; Greenough, A; Moffitt, AB; McKinney, M; Banerjee, A; Grubor, V; Levy, S; Dunson, DB; Dave, SS. "The genetic landscape of mutations in Burkitt lymphoma.." Nat Genet 44.12 (December, 2012): 1321-1325. [23143597], [doi] [abs]
- Montagna, S; Tokdar, ST; Neelon, B; Dunson, DB. "Bayesian latent factor regression for functional and longitudinal data.." Biometrics 68.4 (December, 2012): 1064-1073. [23005895], [doi] [abs]
- Zhu, B; Dunson, DB; Ashley-Koch, AE. "Adverse subpopulation regression for multivariate outcomes with high-dimensional predictors.." Stat Med 31.29 (December, 2012): 4102-4113. [22825854], [doi] [abs]
- Carlson, DE; Vogelstein, JT; Wu, Q; Lian, W; Zhou, M; Stoetzner, CR; Kipke, D; Weber, D; Dunson, DB; Carin, L. "Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling." IEEE Transactions on Biomedical Engineering 61.1 (2013): 41-54. [doi] [abs]
- Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L. "Bayesian modeling of temporal properties of infectious disease in a college student population." Journal of Applied Statistics 41.6 (2013): 1358-1382. [doi]
- Banerjee, A; Dunson, DB; Tokdar, ST. "Efficient Gaussian process regression for large datasets." Biometrika 100.1 (2013): 75-89. [1106.5779v1], [doi] [abs]
- Petralia, F; Vogelstein, J; Dunson, DB. "Multiscale dictionary learning for estimating conditional distributions." Advances in Neural Information Processing Systems (January, 2013). [abs]
- Durante, D; Scarpa, B; Dunson, DB. "Locally adaptive bayesian multivariate time series." Advances in Neural Information Processing Systems (January, 2013). [abs]
- Zhu, B; Dunson, DB. "Locally Adaptive Bayes Nonparametric Regression via Nested Gaussian Processes.." Journal of the American Statistical Association 108.504 (January, 2013). [doi] [abs]
- Kunihama, T; Dunson, DB. "Bayesian modeling of temporal dependence in large sparse contingency tables.." Journal of the American Statistical Association 108.504 (January, 2013): 1324-1338. [doi] [abs]
- Armagan, A; Dunson, DB; Lee, J. "GENERALIZED DOUBLE PARETO SHRINKAGE.." Statistica Sinica 23.1 (January, 2013): 119-143. [doi] [abs]
- Chen, B; Polatkan, G; Sapiro, G; Blei, D; Dunson, D; Carin, L. "Deep Learning with Hierarchical Convolutional Factor Analysis.." IEEE transactions on pattern analysis and machine intelligence (January, 2013). [23319498] [abs]
- Yu, K; Chen, CWS; Reed, C; Dunson, DB. "Bayesian variable selection in quantile regression." Statistics and its Interface 6.2 (January, 2013): 261-274. [Gateway.cgi], [doi] [abs]
- Johndrow, JE; Lum, K; Dunson, DB. "Diagonal orthant multinomial probit models." Journal of Machine Learning Research 31 (January, 2013): 29-38. [abs]
- Banerjee, A; Murray, J; Dunson, DB. "Bayesian learning of joint distributions of objects." Journal of Machine Learning Research 31 (January, 2013): 1-9. [abs]
- Zhang, J; Grubor, V; Love, CL; Banerjee, A; Richards, KL; Mieczkowski, PA; Dunphy, C; Choi, W; Au, WY; Srivastava, G; Lugar, PL; Rizzieri, DA; Lagoo, AS; Bernal-Mizrachi, L; Mann, KP; Flowers, C; Naresh, K; Evens, A; Gordon, LI; Czader, M; Gill, JI; Hsi, ED; Liu, Q; Fan, A; Walsh, K; Jima, D; Smith, LL; Johnson, AJ; Byrd, JC; Luftig, MA; Ni, T; Zhu, J; Chadburn, A; Levy, S; Dunson, D; Dave, SS. "Genetic heterogeneity of diffuse large B-cell lymphoma.." Proc Natl Acad Sci U S A 110.4 (January, 2013): 1398-1403. [23292937], [doi] [abs]
- Wang, E; Salazar, E; Dunson, D; Carin, L. "Spatio-temporal modeling of legislation and votes." Bayesian Analysis 8.1 (March, 2013): 233-268. [doi] [abs]
- Pati, D; Dunson, DB; Tokdar, ST. "Posterior consistency in conditional distribution estimation.." Journal of multivariate analysis 116 (April, 2013): 456-472. [doi] [abs]
- Page, G; Bhattacharya, A; Dunson, D. "Classification via bayesian nonparametric learning of affine subspaces." Journal of the American Statistical Association 108.501 (May, 2013): 187-201. [doi] [abs]
- Murray, JS; Dunson, DB; Carin, L; Lucas, JE. "Bayesian Gaussian Copula Factor Models for Mixed Data.." Journal of the American Statistical Association 108.502 (June, 2013): 656-665. [1111.0317v2], [doi] [abs]
- Zhu, B; Ashley-Koch, AE; Dunson, DB. "Generalized admixture mapping for complex traits.." G3 (Bethesda) 3.7 (July, 2013): 1165-1175. [23665878], [doi] [abs]
- Salazar, E; Dunson, DB; Carin, L. "Analysis of space-time relational data with application to legislative voting." Computational Statistics and Data Analysis 68 (July, 2013): 141-154. [doi] [abs]
- Lock, EF; Dunson, DB. "Bayesian consensus clustering.." Bioinformatics (Oxford, England) 29.20 (October, 2013): 2610-2616. [23990412], [doi] [abs]
- Hannah, LA; Dunson, DB. "Multivariate convex regression with adaptive partitioning." Journal of Machine Learning Research 14 (November, 2013): 3153-3188. [abs]
- Li, D; Longnecker, MP; Dunson, DB. "Lipid adjustment for chemical exposures: accounting for concomitant variables.." Epidemiology (Cambridge, Mass.) 24.6 (November, 2013): 921-928. [24051893], [doi] [abs]
- Hannah, LA; Dunson, DB. "Multivariate Convex Regression with Adaptive Partitioning." JOURNAL OF MACHINE LEARNING RESEARCH 14 (November, 2013): 3261-3294.
- Armagan, A; Dunson, DB; Lee, J; Bajwa, WU; Strawn, N. "Posterior consistency in linear models under shrinkage priors." Biometrika 100.4 (December, 2013): 1011-1018. [Gateway.cgi], [doi] [abs]
- Canale, A; Dunson, DB. "Nonparametric Bayes modelling of count processes." Biometrika 100.4 (December, 2013): 801-816. [Gateway.cgi], [doi] [abs]
- Cornelis, B; Yang, Y; Vogelstein, JT; Dooms, A; Daubechies, I; Dunson, D. "Bayesian crack detection in ultra high resolution multimodal images of paintings." 2013 18th International Conference on Digital Signal Processing, DSP 2013 (December, 2013). [1304.5894v2], [doi] [abs]
- Rai, P; Wang, Y; Guo, S; Chen, G; Dunson, D; Carin, L. "Scalable bayesian low-rank decomposition of incomplete multiway tensors." 31st International Conference on Machine Learning, ICML 2014 5 (January, 2014): 3810-3820. [abs]
- Wang, X; Peng, P; Dunson, DB. "Median selection subset aggregation for parallel inference." Advances in Neural Information Processing Systems 3.January (January, 2014): 2195-2203. [abs]
- Minsker, S; Srivastava, S; Lin, L; Dunson, DB. "Scalable and robust Bayesian inference via the median posterior." 31st International Conference on Machine Learning, ICML 2014 5 (January, 2014): 3629-3639. [abs]
- Kundu, S; Dunson, DB. "Latent factor models for density estimation." Biometrika 101.3 (January, 2014): 641-654. [doi] [abs]
- Hannah, LA; Powell, WB; Dunson, DB. "Semiconvex regression for metamodeling-based optimization." SIAM Journal on Optimization 24.2 (January, 2014): 573-597. [doi] [abs]
- Pati, D; Bhattacharya, A; Pillai, NS; Dunson, D. "Posterior contraction in sparse bayesian factor models for massive covariance matrices." Annals of Statistics 42.3 (January, 2014): 1102-1130. [doi] [abs]
- Durante, D; Dunson, DB. "Bayesian dynamic financial networks with time-varying predictors." Statistics and Probability Letters 93 (January, 2014): 19-26. [doi] [abs]
- Durante, D; Scarpa, B; Dunson, DB. "Locally adaptive factor processes for multivariate time series." Journal of Machine Learning Research 15 (January, 2014): 1493-1522. [abs]
- Lin, L; Dunson, DB. "Bayesian monotone regression using Gaussian process projection." Biometrika 101.2 (January, 2014): 303-317. [doi] [abs]
- Xing, Z; Nicholson, B; Jimenez, M; Veldman, T; Hudson, L; Lucas, J; Dunson, D; Zaas, AK; Woods, CW; Ginsburg, GS; Carin, L. "Bayesian modeling of temporal properties of infectious disease in a college student population." Journal of Applied Statistics 41.6 (January, 2014): 1358-1382. [doi] [abs]
- Wade, S; Dunson, DB; Petrone, S; Trippa, L. "Improving prediction from dirichlet process mixtures via enrichment." Journal of Machine Learning Research 15 (January, 2014): 1041-1071. [abs]
- Chen, CWS; Dunson, D; Frühwirth-Schnatter, S; Walker, SG. "Special issue on Bayesian computing, methods and applications." Computational Statistics and Data Analysis 71 (January, 2014): 273. [doi]
- Bhattacharya, A; Pati, D; Dunson, D. "Anisotropic function estimation using multi-bandwidth Gaussian processes." Annals of Statistics 42.1 (January, 2014): 352-381. [doi] [abs]
- Durante, D; Dunson, DB. "Bayesian logistic Gaussian process models for dynamic networks." Journal of Machine Learning Research 33 (January, 2014): 194-201. [abs]
- Scarpa, B; Dunson, DB. "Enriched Stick Breaking Processes for Functional Data.." Journal of the American Statistical Association 109.506 (January, 2014): 647-660. [doi] [abs]
- Yin, R; Dunson, D; Cornelis, B; Brown, B; Ocon, N; Daubechies, I. "Digital cradle removal in X-ray images of art paintings." 2014 IEEE International Conference on Image Processing, ICIP 2014 (January, 2014): 4299-4303. [doi] [abs]
- 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 23.1 (February, 2014): 169-191. [doi] [abs]
- Pati, D; Dunson, DB. "Bayesian nonparametric regression with varying residual density.." Annals of the Institute of Statistical Mathematics 66.1 (February, 2014): 1-31. [doi] [abs]
- Kundu, S; Dunson, DB. "Bayes variable selection in semiparametric linear models.." Journal of the American Statistical Association 109.505 (March, 2014): 437-447. [doi] [abs]
- Zhang, J; Jima, D; Moffitt, AB; Liu, Q; Czader, M; Hsi, ED; Fedoriw, Y; Dunphy, CH; Richards, KL; Gill, JI; Sun, Z; Love, C; Scotland, P; Lock, E; Levy, S; Hsu, DS; Dunson, D; Dave, SS. "The genomic landscape of mantle cell lymphoma is related to the epigenetically determined chromatin state of normal B cells.." Blood 123.19 (May, 2014): 2988-2996. [doi] [abs]
- Kessler, DC; Taylor, JA; Dunson, DB. "Learning phenotype densities conditional on many interacting predictors.." Bioinformatics (Oxford, England) 30.11 (June, 2014): 1562-1568. [doi] [abs]
- Strawn, N; Armagan, A; Saab, R; Carin, L; Dunson, D. "Finite sample posterior concentration in high-dimensional regression." Information and Inference 3.2 (June, 2014): 103-133. [doi] [abs]
- Wheeler, MW; Dunson, DB; Pandalai, SP; Baker, BA; Herring, AH. "Mechanistic Hierarchical Gaussian Processes.." Journal of the American Statistical Association 109.507 (July, 2014): 894-904. [doi] [abs]
- Dunson, DB. "Comment." Journal of the American Statistical Association 109.507 (July, 2014): 890-891. [doi]
- Rodriguez, A; Dunson, DB. "Functional clustering in nested designs: Modeling variability in reproductive epidemiology studies." Annals of Applied Statistics 8.3 (September, 2014): 1416-1442. [doi] [abs]
- Gu, K; Pati, D; Dunson, DB. "Bayesian Multiscale Modeling of Closed Curves in Point Clouds.." Journal of the American Statistical Association 109.508 (October, 2014): 1481-1494. [doi] [abs]
- Yang, H; Liu, F; Ji, C; Dunson, D. "Adaptive sampling for Bayesian geospatial models." Statistics and Computing 24.6 (November, 2014): 1101-1110. [doi] [abs]
- Durante, D; Dunson, DB. "Nonparametric Bayes dynamic modelling of relational data." Biometrika 101.4 (December, 2014): 883-898. [doi] [abs]
- Chabout, J; Sarkar, A; Dunson, DB; Jarvis, ED. "Male mice song syntax depends on social contexts and influences female preferences.." Front Behav Neurosci 9 (2015): 76. [repository], [doi] [abs]
- Canale, A; Dunson, DB. "Bayesian multivariate mixed-scale density estimation." Statistics and its Interface 8.2 (January, 2015): 195-201. [doi] [abs]
- Kessler, DC; Hoff, PD; Dunson, DB. "Marginally specified priors for non-parametric Bayesian estimation.." Journal of the Royal Statistical Society. Series B, Statistical methodology 77.1 (January, 2015): 35-58. [doi] [abs]
- Van Den Boom, W; Dunson, D; Reeves, G. "Quantifying uncertainty in variable selection with arbitrary matrices." 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015 (January, 2015): 385-388. [doi] [abs]
- Zhou, J; Bhattacharya, A; Herring, A; Dunson, D. "Bayesian factorizations of big sparse tensors.." Journal of the American Statistical Association 110.512 (January, 2015): 1562-1576. [doi] [abs]
- Srivastava, S; Cevher, V; Tran-Dinh, Q; Dunson, DB. "WASP: Scalable Bayes via barycenters of subset posteriors." Journal of Machine Learning Research 38 (January, 2015): 912-920. [abs]
- Wang, X; Leng, C; Dunson, DB. "On the consistency theory of high dimensional variable screening." Advances in Neural Information Processing Systems 2015-January (January, 2015): 2431-2439. [abs]
- Wang, X; Guo, F; Heller, KA; Dunson, DB. "Parallelizing MCMC with random partition trees." Advances in Neural Information Processing Systems 2015-January (January, 2015): 451-459. [abs]
- Wang, Y; Dunson, D. "Probabilistic curve learning: Coulomb repulsion and the electrostatic Gaussian process." Advances in Neural Information Processing Systems 2015-January (January, 2015): 1738-1746. [abs]
- Kunihama, T; Dunson, DB. "Nonparametric Bayes inference on conditional independence." Biometrika 103.1 (January, 2015): 35-47. [doi] [abs]
- Lock, EF; Soldano, KL; Garrett, ME; Cope, H; Markunas, CA; Fuchs, H; Grant, G; Dunson, DB; Gregory, SG; Ashley-Koch, AE. "Joint eQTL assessment of whole blood and dura mater tissue from individuals with Chiari type I malformation.." BMC Genomics 16.1 (January, 2015): 11. [doi] [abs]
- Strawn, N; Armagan, A; Saab, R; Carin, L; Dunson, D. "Erratum: Finite sample posterior concentration in high-dimensional regression (Information and Inference (2015) 3 (103-133) DOI: 10.1093/imaiai/iau003)." Information and Inference 4.1 (March, 2015): 77. [doi] [abs]
- Li, D; Wilcox, AJ; Dunson, DB. "Benchmark pregnancy rates and the assessment of post-coital contraceptives: an update.." Contraception 91.4 (April, 2015): 344-349. [doi] [abs]
- Hua, Z; Zhu, H; Dunson, DB. "Semiparametric Bayes local additive models for longitudinal data.." Statistics in biosciences 7.1 (May, 2015): 90-107. [doi] [abs]
- Johndrow, JE; Mattingly, JC; Mukherjee, S; Dunson, D. "Optimal approximating Markov chains for Bayesian inference." (August, 2015). [abs]
- Guo, F; Dunson, DB. "Uncovering systematic bias in ratings across categories: A Bayesian approach." RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems (September, 2015): 317-320. [doi] [abs]
- Guhaniyogi, R; Dunson, DB. "Bayesian Compressed Regression." Journal of the American Statistical Association 110.512 (October, 2015): 1500-1514. [doi] [abs]
- Fox, EB; Dunson, DB; Airoldi, EM. "Bayesian nonparametric covariance regression." Journal of Machine Learning Research 16 (December, 2015): 2501-2542. [abs]
- Yazdani, A; Dunson, DB. "A hybrid bayesian approach for genome-wide association studies on related individuals.." Bioinformatics (Oxford, England) 31.24 (December, 2015): 3890-3896. [doi] [abs]
- Lock, EF; Dunson, DB. "Shared kernel Bayesian screening.." Biometrika 102.4 (December, 2015): 829-842. [doi] [abs]
- Bhattacharya, A; Pati, D; Pillai, NS; Dunson, DB. "Dirichlet-Laplace priors for optimal shrinkage.." Journal of the American Statistical Association 110.512 (December, 2015): 1479-1490. [doi] [abs]
- Chabout, J; Sarkar, A; Patel, SR; Radden, T; Dunson, DB; Fisher, SE; Jarvis, ED. "A Foxp2 Mutation Implicated in Human Speech Deficits Alters Sequencing of Ultrasonic Vocalizations in Adult Male Mice.." Front Behav Neurosci 10 (2016): 197. [doi] [abs]
- Wang, X; Dunson, D; Leng, C. "No penalty no tears: Least squares in high-dimensional linear models." 33rd International Conference on Machine Learning, ICML 2016 4 (January, 2016): 2685-2706. [abs]
- Yang, Y; Dunson, DB. "Bayesian Conditional Tensor Factorizations for High-Dimensional Classification.." Journal of the American Statistical Association 111.514 (January, 2016): 656-669. [doi] [abs]
- Wang, X; Dunson, D; Leng, C. "DECOrrelated feature space partitioning for distributed sparse regression." Advances in Neural Information Processing Systems (January, 2016): 802-810. [abs]
- Wang, Y; Canale, A; Dunson, D. "Scalable geometric density estimation." Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016 (January, 2016): 857-865. [abs]
- Han, S; Liao, X; Dunson, DB; Carin, L. "Variational Gaussian copula inference." Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016 (January, 2016): 829-838. [abs]
- Zhou, J; Herring, AH; Bhattacharya, A; Olshan, AF; Dunson, DB; National Birth Defects Prevention Study, . "Nonparametric Bayes modeling for case control studies with many predictors.." Biometrics 72.1 (March, 2016): 184-192. [doi] [abs]
- Tang, K; Dunson, DB; Su, Z; Liu, R; Zhang, J; Dong, J. "Subspace segmentation by dense block and sparse representation.." Neural networks : the official journal of the International Neural Network Society 75 (March, 2016): 66-76. [doi] [abs]
- Yang, Y; Dunson, DB. "Bayesian manifold regression." Annals of Statistics 44.2 (April, 2016): 876-905. [doi] [abs]
- Kabisa, S; Dunson, DB; Morris, JS. "Online Variational Bayes Inference for High-Dimensional Correlated Data." Journal of Computational and Graphical Statistics 25.2 (April, 2016): 426-444. [doi] [abs]
- Ovaskainen, O; Abrego, N; Halme, P; Dunson, D. "Using latent variable models to identify large networks of species-to-species associations at different spatial scales." Methods in Ecology and Evolution 7.5 (May, 2016): 549-555. [doi] [abs]
- Guhaniyogi, R; Dunson, DB. "Compressed Gaussian process for manifold regression." Journal of Machine Learning Research 17 (May, 2016). [abs]
- Kunihama, T; Herring, AH; Halpern, CT; Dunson, DB. "Nonparametric Bayes modeling with sample survey weights.." Statistics & probability letters 113 (June, 2016): 41-48. [doi] [abs]
- Rao, V; Lin, L; Dunson, DB. "Data augmentation for models based on rejection sampling.." Biometrika 103.2 (June, 2016): 319-335. [doi] [abs]
- Canale, A; Dunson, DB. "Multiscale bernstein polynomials for densities." Statistica Sinica 26.3 (July, 2016): 1175-1195. [doi] [abs]
- Hultman, R; Mague, SD; Li, Q; Katz, BM; Michel, N; Lin, L; Wang, J; David, LK; Blount, C; Chandy, R; Carlson, D; Ulrich, K; Carin, L; Dunson, D; Kumar, S; Deisseroth, K; Moore, SD; Dzirasa, K. "Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology.." Neuron 91.2 (July, 2016): 439-452. [doi] [abs]
- Li, D; Heyer, L; Jennings, VH; Smith, CA; Dunson, DB. "Personalised estimation of a woman's most fertile days.." The European journal of contraception & reproductive health care : the official journal of the European Society of Contraception 21.4 (August, 2016): 323-328. [doi] [abs]
- Yin, R; Cornelis, B; Fodor, G; Ocon, N; Dunson, D; Daubechies, I. "Removing cradle artifacts in X-ray images of paintings." SIAM Journal on Imaging Sciences 9.3 (August, 2016): 1247-1272. [doi] [abs]
- Zhu, H; Strawn, N; Dunson, DB. "Bayesian graphical models for multivariate functional data." Journal of Machine Learning Research 17 (October, 2016): 1-27. [abs]
- Sarkar, A; Dunson, DB. "Bayesian Nonparametric Modeling of Higher Order Markov Chains." Journal of the American Statistical Association 111.516 (October, 2016): 1791-1803. [doi] [abs]
- Bhattacharya, A; Dunson, DB; Pati, D; Pillai, NS. "Sub-optimality of some continuous shrinkage priors." Stochastic Processes and their Applications 126.12 (December, 2016): 3828-3842. [doi] [abs]
- Durante, D; Dunson, DB. "Locally adaptive dynamic networks." Annals of Applied Statistics 10.4 (December, 2016): 2203-2232. [doi] [abs]
- Datta, J; Dunson, DB. "Bayesian inference on quasi-sparse count data.." Biometrika 103.4 (December, 2016): 971-983. [doi] [abs]
- Johndrow, JE; Bhattacharya, A; Dunson, DB. "TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS.." Annals of statistics 45.1 (January, 2017): 1-38. [doi] [abs]
- Lin, L; St Thomas, B; Zhu, H; Dunson, DB. "Extrinsic local regression on manifold-valued data.." Journal of the American Statistical Association 112.519 (January, 2017): 1261-1273. [doi] [abs]
- Dunson, D; Fryzlewicz, P. "Report of the editors-2016." Journal of the Royal Statistical Society. Series B: Statistical Methodology 79.1 (January, 2017): 3-4. [doi]
- Dunson, DB. "Toward automated prior choice." Statistical Science 32.1 (February, 2017): 41-43. [doi]
- Abrego, N; Dunson, D; Halme, P; Salcedo, I; Ovaskainen, O. "Wood-inhabiting fungi with tight associations with other species have declined as a response to forest management." Oikos 126.2 (February, 2017). [doi] [abs]
- Durante, D; Paganin, S; Scarpa, B; Dunson, DB. "Bayesian modelling of networks in complex business intelligence problems." Journal of the Royal Statistical Society. Series C: Applied Statistics 66.3 (April, 2017): 555-580. [doi] [abs]
- McKinney, M; Moffitt, AB; Gaulard, P; Travert, M; De Leval, L; Nicolae, A; Raffeld, M; Jaffe, ES; Pittaluga, S; Xi, L; Heavican, T; Iqbal, J; Belhadj, K; Delfau-Larue, MH; Fataccioli, V; Czader, MB; Lossos, IS; Chapman-Fredricks, JR; Richards, KL; Fedoriw, Y; Ondrejka, SL; Hsi, ED; Low, L; Weisenburger, D; Chan, WC; Mehta-Shah, N; Horwitz, S; Bernal-Mizrachi, L; Flowers, CR; Beaven, AW; Parihar, M; Baseggio, L; Parrens, M; Moreau, A; Sujobert, P; Pilichowska, M; Evens, AM; Chadburn, A; Au-Yeung, RKH; Srivastava, G; Choi, WWL; Goodlad, JR; Aurer, I; Basic-Kinda, S; Gascoyne, RD; Davis, NS; Li, G; Zhang, J; Rajagopalan, D; Reddy, A; Love, C; Levy, S; Zhuang, Y; Datta, J; Dunson, DB; Davé, SS. "The Genetic Basis of Hepatosplenic T-cell Lymphoma.." Cancer Discov 7.4 (April, 2017): 369-379. [doi] [abs]
- Tikhonov, G; Abrego, N; Dunson, D; Ovaskainen, O. "Using joint species distribution models for evaluating how species-to-species associations depend on the environmental context." Methods in Ecology and Evolution 8.4 (April, 2017): 443-452. [doi] [abs]
- Lin, L; Rao, V; Dunson, D. "Bayesian nonparametric inference on the stiefel manifold." Statistica Sinica 27.2 (April, 2017): 535-553. [doi] [abs]
- Ovaskainen, O; Tikhonov, G; Norberg, A; Guillaume Blanchet, F; Duan, L; Dunson, D; Roslin, T; Abrego, N. "How to make more out of community data? A conceptual framework and its implementation as models and software.." Ecology letters 20.5 (May, 2017): 561-576. [doi] [abs]
- Ovaskainen, O; Tikhonov, G; Dunson, D; Grøtan, V; Engen, S; Sæther, B-E; Abrego, N. "How are species interactions structured in species-rich communities? A new method for analysing time-series data.." Proceedings. Biological sciences 284.1855 (May, 2017): 20170768. [doi] [abs]
- Moffitt, AB; Ondrejka, SL; McKinney, M; Rempel, RE; Goodlad, JR; Teh, CH; Leppa, S; Mannisto, S; Kovanen, PE; Tse, E; Au-Yeung, RKH; Kwong, Y-L; Srivastava, G; Iqbal, J; Yu, J; Naresh, K; Villa, D; Gascoyne, RD; Said, J; Czader, MB; Chadburn, A; Richards, KL; Rajagopalan, D; Davis, NS; Smith, EC; Palus, BC; Tzeng, TJ; Healy, JA; Lugar, PL; Datta, J; Love, C; Levy, S; Dunson, DB; Zhuang, Y; Hsi, ED; Dave, SS. "Enteropathy-associated T cell lymphoma subtypes are characterized by loss of function of SETD2.." J Exp Med 214.5 (May, 2017): 1371-1386. [doi] [abs]
- Rao, V; Adams, RP; Dunson, DD. "Bayesian inference for Matérn repulsive processes." Journal of the Royal Statistical Society. Series B: Statistical Methodology 79.3 (June, 2017): 877-897. [doi] [abs]
- Schaich Borg, J; Srivastava, S; Lin, L; Heffner, J; Dunson, D; Dzirasa, K; de Lecea, L. "Rat intersubjective decisions are encoded by frequency-specific oscillatory contexts.." Brain Behav 7.6 (June, 2017): e00710. [doi] [abs]
- Zhu, B; Dunson, DB. "Bayesian functional data modeling for heterogeneous volatility." Bayesian Analysis 12.2 (June, 2017): 335-350. [doi] [abs]
- Wang, L; Durante, D; Jung, RE; Dunson, DB. "Bayesian network-response regression.." Bioinformatics (Oxford, England) 33.12 (June, 2017): 1859-1866. [doi] [abs]
- Guhaniyogi, R; Qamar, S; Dunson, DB. "Bayesian tensor regression." Journal of Machine Learning Research 18 (August, 2017): 1-31. [abs]
- Li, C; Srivastava, S; Dunson, DB. "Simple, scalable and accurate posterior interval estimation." Biometrika 104.3 (September, 2017): 665-680. [doi] [abs]
- Lock, EF; Dunson, DB. "Bayesian genome- and epigenome-wide association studies with gene level dependence.." Biometrics 73.3 (September, 2017): 1018-1028. [doi] [abs]
- Srivastava, S; Engelhardt, BE; Dunson, DB. "Expandable factor analysis.." Biometrika 104.3 (September, 2017): 649-663. [doi] [abs]
- Durante, D; Dunson, DB; Vogelstein, JT. "Rejoinder: Nonparametric Bayes Modeling of Populations of Networks." Journal of the American Statistical Association 112.520 (October, 2017): 1547-1552. [doi]
- Durante, D; Dunson, DB; Vogelstein, JT. "Nonparametric Bayes Modeling of Populations of Networks." Journal of the American Statistical Association 112.520 (October, 2017): 1516-1530. [doi] [abs]
- Reddy, A; Zhang, J; Davis, NS; Moffitt, AB; Love, CL; Waldrop, A; Leppa, S; Pasanen, A; Meriranta, L; Karjalainen-Lindsberg, M-L; Nørgaard, P; Pedersen, M; Gang, AO; Høgdall, E; Heavican, TB; Lone, W; Iqbal, J; Qin, Q; Li, G; Kim, SY; Healy, J; Richards, KL; Fedoriw, Y; Bernal-Mizrachi, L; Koff, JL; Staton, AD; Flowers, CR; Paltiel, O; Goldschmidt, N; Calaminici, M; Clear, A; Gribben, J; Nguyen, E; Czader, MB; Ondrejka, SL; Collie, A; Hsi, ED; Tse, E; Au-Yeung, RKH; Kwong, Y-L; Srivastava, G; Choi, WWL; Evens, AM; Pilichowska, M; Sengar, M; Reddy, N; Li, S; Chadburn, A; Gordon, LI; Jaffe, ES; Levy, S; Rempel, R; Tzeng, T; Happ, LE; Dave, T; Rajagopalan, D; Datta, J; Dunson, DB; Dave, SS. "Genetic and Functional Drivers of Diffuse Large B Cell Lymphoma.." Cell 171.2 (October, 2017): 481-494.e15. [doi] [abs]
- Shang, Y; Dunson, D; Song, JS. "Exploiting big data in logistics risk assessment via Bayesian nonparametrics." Operations Research 65.6 (November, 2017): 1574-1588. [doi] [abs]
- Minsker, S; Srivastava, S; Lin, L; Dunson, DB. "Robust and scalable bayes via a median of subset posterior measures." Journal of Machine Learning Research 18 (December, 2017): 1-40. [abs]
- Wheeler, MW; Dunson, DB; Herring, AH. "Bayesian local extremum splines." Biometrika 104.4 (December, 2017): 939-952. [doi] [abs]
- Bertrán, MA; Martínez, NL; Wang, Y; Dunson, D; Sapiro, G; Ringach, D. "Active learning of cortical connectivity from two-photon imaging data.." PloS one 13.5 (January, 2018): e0196527. [doi] [abs]
- Zhao, S; Engelhardt, BE; Mukherjee, S; Dunson, DB. "Fast Moment Estimation for Generalized Latent Dirichlet Models.." Journal of the American Statistical Association 113.524 (January, 2018): 1528-1540. [doi] [abs]
- Durante, D; Dunson, DB. "Bayesian inference and testing of group differences in brain networks." Bayesian Analysis 13.1 (January, 2018): 29-58. [doi] [abs]
- Durante, D; Dunson, DB. "Supplementary Material For “Bayesian Inference And Testing Of Group Differences In Brain Networks”." Bayesian Analysis 13.1 (January, 2018): 1-2. [doi] [abs]
- van den Boom, W; Schroeder, RA; Manning, MW; Setji, TL; Fiestan, G-O; Dunson, DB. "Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries.." Diabetes Care 41.4 (April, 2018): 782-788. [doi] [abs]
- Dunson, DB. "Statistics in the big data era: Failures of the machine." Statistics and Probability Letters 136 (May, 2018): 4-9. [doi] [abs]
- Zhang, Z; Descoteaux, M; Zhang, J; Girard, G; Chamberland, M; Dunson, D; Srivastava, A; Zhu, H. "Mapping population-based structural connectomes.." NeuroImage 172 (May, 2018): 130-145. [doi] [abs]
- Johndrow, JE; Lum, K; Dunson, DB. "Theoretical limits of microclustering for record linkage.." Biometrika 105.2 (June, 2018): 431-446. [doi] [abs]
- Shterev, ID; Dunson, DB; Chan, C; Sempowski, GD. "Bayesian Multi-Plate High-Throughput Screening of Compounds.." Sci Rep 8.1 (June, 2018): 9551. [doi] [abs]
- Guhaniyogi, R; Qamar, S; Dunson, DB. "Bayesian Conditional Density Filtering." Journal of Computational and Graphical Statistics 27.3 (July, 2018): 657-672. [doi] [abs]
- van den Boom, W; Mao, C; Schroeder, RA; Dunson, DB. "Extrema-weighted feature extraction for functional data.." Bioinformatics 34.14 (July, 2018): 2457-2464. [doi] [abs]
- Srivastava, S; Li, C; Dunson, DB. "Scalable Bayes via barycenter in Wasserstein space." Journal of Machine Learning Research 19 (August, 2018): 1-35. [abs]
- Duan, LL; Johndrow, JE; Dunson, DB. "Scaling up data augmentation MCMC via calibration." Journal of Machine Learning Research 19 (October, 2018). [abs]
- Sarkar, A; Chabout, J; Macopson, JJ; Jarvis, ED; Dunson, DB. "Bayesian Semiparametric Mixed Effects Markov Models With Application to Vocalization Syntax." Journal of the American Statistical Association 113.524 (October, 2018): 1515-1527. [doi] [abs]
- Canale, A; Durante, D; Dunson, DB. "Convex mixture regression for quantitative risk assessment.." Biometrics 74.4 (December, 2018): 1331-1340. [doi] [abs]
- 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.." Front Neuroinform 13 (2019): 72. [doi] [abs]
- Zhang, Z; Descoteaux, M; Dunson, DB. "Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions.." Journal of the American Statistical Association 114.528 (January, 2019): 1505-1517. [doi] [abs]
- Wang, L; Zhengwu Zhang, ; Dunson, . "COMMON AND INDIVIDUAL STRUCTURE OF MULTIPLE NETWORKS." 13.1 (January, 2019): 85-112. [doi] [abs]
- Miller, JW; Dunson, DB. "Robust Bayesian inference via coarsening.." Journal of the American Statistical Association 114.527 (January, 2019): 1113-1125. [doi] [abs]
- Lin, L; Mu, N; Cheung, P; Dunson, D. "Extrinsic Gaussian processes for regression and classification on manifolds." Bayesian Analysis 14.3 (January, 2019): 887-906. [doi] [abs]
- Dunson, D; Wood, S. "Report of the Editors—2018." Journal of the Royal Statistical Society. Series B: Statistical Methodology 81.1 (January, 2019): 3-4. [doi]
- 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 67.7 (April, 2019): 1929-1940. [doi] [abs]
- 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 81.3 (July, 2019): 603-627. [doi] [abs]
- Johndrow, JE; Smith, A; Pillai, N; Dunson, DB. "MCMC for Imbalanced Categorical Data." Journal of the American Statistical Association 114.527 (July, 2019): 1394-1403. [doi] [abs]
- Zhang, Z; Allen, GI; Zhu, H; Dunson, D. "Tensor network factorizations: Relationships between brain structural connectomes and traits.." NeuroImage 197 (August, 2019): 330-343. [doi] [abs]
- 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; O'Hara, B; Hill, NA; Holt, RD; Hui, FKC; Husby, M; Kålås, JA; Lehikoinen, A; Luoto, M; Mod, HK; Newell, G; Renner, I; Roslin, T; Soininen, J; Thuiller, W; Vanhatalo, J; Warton, D; White, M; Zimmermann, NE; Gravel, D; Ovaskainen, O. "A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels." Ecological Monographs 89.3 (August, 2019). [doi] [abs]
- Li, C; Lin, L; Dunson, DB. "On posterior consistency of tail index for Bayesian kernel mixture models." Bernoulli 25.3 (August, 2019): 1999-2028. [doi]
- Chae, M; Lin, L; Dunson, DB. "Bayesian sparse linear regression with unknown symmetric error." Information and Inference 8.3 (September, 2019): 621-653. [doi] [abs]
- 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; Richards, KL; Rymkiewicz, G; Miles, RR; Alobeid, B; Bhagat, G; Flowers, CR; Ondrejka, SL; Hsi, ED; Choi, WWL; Au-Yeung, RKH; Hartmann, W; Lenz, G; Meyerson, H; Lin, Y-Y; Zhuang, Y; Luftig, MA; Waldrop, A; Dave, T; Thakkar, D; Sahay, H; Li, G; Palus, BC; Seshadri, V; Kim, SY; Gascoyne, RD; Levy, S; Mukhopadyay, M; Dunson, DB; Dave, SS. "The whole-genome landscape of Burkitt lymphoma subtypes.." Blood 134.19 (November, 2019): 1598-1607. [doi] [abs]
- Thai, DH; Wu, HT; Dunson, DB. "Locally convex kernel mixtures: Bayesian subspace learning." Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019 (December, 2019): 272-275. [doi] [abs]
- Camerlenghi, F; Dunson, DB; Lijoi, A; Prünster, I; Rodríguez, A. "Latent Nested Nonparametric Priors (with Discussion).." Bayesian analysis 14.4 (December, 2019): 1303-1356. [doi] [abs]
- Talbot, A; Dunson, D; Dzirasa, K; Carlson, D. "Supervised Autoencoders Learn Robust Joint Factor Models of Neural Activity." arXiv preprint arXiv:2004.05209 abs/2004.05209 (2020).
- Li, M; Dunson, DB. "Comparing and weighting imperfect models using D-probabilities.." Journal of the American Statistical Association 115.531 (January, 2020): 1349-1360. [doi] [abs]
- Mukhopadhyay, M; Dunson, DB. "Targeted Random Projection for Prediction From High-Dimensional Features." Journal of the American Statistical Association 115.532 (January, 2020): 1998-2010. [doi] [abs]
- Jauch, M; Hoff, PD; Dunson, DB. "Random orthogonal matrices and the Cayley transform." Bernoulli 26.2 (January, 2020): 1560-1586. [doi] [abs]
- Nishimura, A; Dunson, D. "Recycling Intermediate Steps to Improve Hamiltonian Monte Carlo." Bayesian Analysis 15.4 (January, 2020): 1087-1108. [doi] [abs]
- Tam, E; Dunson, D. "Fiedler regularization: Learning neural networks with graph sparsity." 37th International Conference on Machine Learning, ICML 2020 PartF168147-12 (January, 2020): 9288-9297. [abs]
- 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 101.2 (February, 2020): e02929. [doi] [abs]
- Dunson, DB; Johndrow, JE. "The Hastings algorithm at fifty." Biometrika 107.1 (March, 2020): 1-23. [doi] [abs]
- Duan, LL; Young, AL; Nishimura, A; Dunson, DB. "Bayesian constraint relaxation.." Biometrika 107.1 (March, 2020): 191-204. [doi] [abs]
- Aliverti, E; Tilson, JL; Filer, DL; Babcock, B; Colaneri, A; Ocasio, J; Gershon, TR; Wilhelmsen, KC; Dunson, DB. "Projected t-SNE for batch correction.." Bioinformatics (Oxford, England) 36.11 (June, 2020): 3522-3527. [doi] [abs]
- Nishimura, A; Dunson, DB; Lu, J. "Discontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods." Biometrika 107.2 (June, 2020): 365-380. [doi] [abs]
- Binette, O; Pati, D; Dunson, DB. "Bayesian closed surface fitting through tensor products." Journal of Machine Learning Research 21 (July, 2020): 1-26. [abs]
- Dunson, D; Papamarkou, T. "Discussions." International Statistical Review 88.2 (August, 2020): 321-324. [doi]
- Legramanti, S; Durante, D; Dunson, DB. "Bayesian cumulative shrinkage for infinite factorizations.." Biometrika 107.3 (September, 2020): 745-752. [doi] [abs]
- Sen, D; Sachs, M; Lu, J; Dunson, DB. "Efficient posterior sampling for high-dimensional imbalanced logistic regression.." Biometrika 107.4 (December, 2020): 1005-1012. [doi] [abs]
- 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 82.5 (December, 2020): 1249-1271. [doi] [abs]
- Ferrari, F; Dunson, DB. "IDENTIFYING MAIN EFFECTS AND INTERACTIONS AMONG EXPOSURES USING GAUSSIAN PROCESSES.." The annals of applied statistics 14.4 (December, 2020): 1743-1758. [doi] [abs]
- Li, D; Dunson, D. "Classification via local manifold approximation." 107.4 (December, 2020): 1013-1020. [doi] [abs]
- Roy, A; Dunson, DB. "Nonparametric graphical model for counts.." Journal of machine learning research : JMLR 21 (December, 2020): 229. [abs]
- Lee, K; Lin, L; Dunson, D. "Maximum pairwise bayes factors for covariance structure testing." Electronic Journal of Statistics 15.2 (January, 2021): 4384-4419. [doi] [abs]
- Ferrari, F; Dunson, DB. "Bayesian Factor Analysis for Inference on Interactions.." Journal of the American Statistical Association 116.535 (January, 2021): 1521-1532. [doi] [abs]
- Jauch, M; Hoff, PD; Dunson, DB. "Monte Carlo Simulation on the Stiefel Manifold via Polar Expansion." Journal of Computational and Graphical Statistics 30.3 (January, 2021): 622-631. [doi] [abs]
- Roy, A; Borg, JS; Dunson, DB. "Bayesian time-aligned factor analysis of paired multivariate time series.." Journal of machine learning research : JMLR 22 (January, 2021): 250. [abs]
- Papadogeorgou, G; Zhang, Z; Dunson, DB. "Soft tensor regression." Journal of Machine Learning Research 22 (January, 2021): 1-53. [abs]
- Duan, LL; Dunson, DB. "Bayesian Distance Clustering.." Journal of machine learning research : JMLR 22 (January, 2021): 224. [abs]
- Zhu, Y; Li, C; Dunson, DB. "Classification Trees for Imbalanced Data: Surface-to-Volume Regularization." Journal of the American Statistical Association (January, 2021). [doi] [abs]
- Plummer, S; Zhou, S; Bhattacharya, A; Dunson, D; Pati, D. "Statistical Guarantees for Transformation Based Models with Applications to Implicit Variational Inference." Proceedings of Machine Learning Research 130 (January, 2021): 2449-2457. [abs]
- Paganin, S; Herring, AH; Olshan, AF; Dunson, DB; National Birth Defects Prevention Study, . "Centered Partition Processes: Informative Priors for Clustering (with Discussion).." Bayesian analysis 16.1 (March, 2021): 301-370. [doi] [abs]
- Moran, KR; Turner, EL; Dunson, D; Herring, AH. "Bayesian hierarchical factor regression models to infer cause of death from verbal autopsy data.." J R Stat Soc Ser C Appl Stat 70.3 (June, 2021): 532-557. [doi] [abs]
- VAN DEN Boom, W; Reeves, G; Dunson, DB. "Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation.." Biometrika 108.2 (June, 2021): 269-282. [doi] [abs]
- 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) 184.3 (July, 2021): 791-811. [doi] [abs]
- Roy, A; Lavine, I; Herring, AH; Dunson, DB. "PERTURBED FACTOR ANALYSIS: ACCOUNTING FOR GROUP DIFFERENCES IN EXPOSURE PROFILES.." The annals of applied statistics 15.3 (September, 2021): 1386-1404. [doi] [abs]
- Moran, KR; Dunson, D; Wheeler, MW; Herring, AH. "BAYESIAN JOINT MODELING OF CHEMICAL STRUCTURE AND DOSE RESPONSE CURVES.." The annals of applied statistics 15.3 (September, 2021): 1405-1430. [doi] [abs]
- Dunson, DB; Wu, HT; Wu, N. "Spectral convergence of graph Laplacian and heat kernel reconstruction in L∞ from random samples." Applied and Computational Harmonic Analysis 55 (November, 2021): 282-336. [doi] [abs]
- Liu, M; Zhang, Z; Dunson, DB. "Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets.." NeuroImage 245 (December, 2021): 118750. [doi] [abs]
- 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.." Front Neurosci 16 (2022): 848654. [doi] [abs]
- 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.." Front Neurosci 16 (2022): 1070425. [doi] [abs]
- Joubert, BR; Kioumourtzoglou, M-A; 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 19.3 (January, 2022): 1378. [doi] [abs]
- Peruzzi, M; Dunson, DB. "Spatial Multivariate Trees for Big Data Bayesian Regression.." Journal of machine learning research : JMLR 23 (January, 2022): 17. [abs]
- Zhang, R; Mak, S; Dunson, D. "GAUSSIAN PROCESS SUBSPACE PREDICTION FOR MODEL REDUCTION." SIAM Journal on Scientific Computing 44.3 (January, 2022): A1428-A1449. [doi] [abs]
- Van Den Boom, W; Reeves, G; Dunson, DB. "Erratum: Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation (Biometrika (2021) 108 (269-282) DOI: 10.1093/biomet/asaa068)." Biometrika 109.1 (March, 2022): 275. [doi] [abs]
- Russo, M; Singer, BH; Dunson, DB. "MULTIVARIATE MIXED MEMBERSHIP MODELING: INFERRING DOMAIN-SPECIFIC RISK PROFILES.." The annals of applied statistics 16.1 (March, 2022): 391-413. [doi] [abs]
- Dunson, DB; Wu, HT; Wu, N. "Graph based Gaussian processes on restricted domains." Journal of the Royal Statistical Society. Series B: Statistical Methodology 84.2 (April, 2022): 414-439. [doi] [abs]
- Lum, K; Dunson, DB; Johndrow, J. "Closer than they appear: A Bayesian perspective on individual-level heterogeneity in risk assessment." Journal of the Royal Statistical Society. Series A: Statistics in Society 185.2 (April, 2022): 588-614. [doi] [abs]
- Guha, S; Jung, R; Dunson, D. "Predicting phenotypes from brain connection structure." Journal of the Royal Statistical Society. Series C: Applied Statistics 71.3 (June, 2022): 639-668. [doi] [abs]
- Aliverti, E; Dunson, DB. "COMPOSITE MIXTURE OF LOG-LINEAR MODELS WITH APPLICATION TO PSYCHIATRIC STUDIES.." The annals of applied statistics 16.2 (June, 2022): 765-790. [doi] [abs]
- Dey, P; Zhang, Z; Dunson, DB. "Outlier detection for multi-network data.." Bioinformatics (Oxford, England) 38.16 (August, 2022): 4011-4018. [doi] [abs]
- Chakraborty, A; Ovaskainen, O; Dunson, DB. "BAYESIAN SEMIPARAMETRIC LONG MEMORY MODELS FOR DISCRETIZED EVENT DATA.." The annals of applied statistics 16.3 (September, 2022): 1380-1399. [doi] [abs]
- Melikechi, O; Young, AL; Tang, T; Bowman, T; Dunson, D; Johndrow, J. "Limits of epidemic prediction using SIR models.." Journal of mathematical biology 85.4 (September, 2022): 36. [doi] [abs]
- Schiavon, L; Canale, A; Dunson, DB. "Generalized infinite factorization models.." Biometrika 109.3 (September, 2022): 817-835. [doi] [abs]
- Legramanti, S; Rigon, T; Durante, D; Dunson, DB. "EXTENDED STOCHASTIC BLOCK MODELS WITH APPLICATION TO CRIMINAL NETWORKS.." The annals of applied statistics 16.4 (December, 2022): 2369-2395. [doi] [abs]
- Young, AL; van den Boom, W; Schroeder, RA; Krishnamoorthy, V; Raghunathan, K; Wu, H-T; Dunson, DB. "Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data.." PLoS One 18.4 (2023): e0284904. [doi] [abs]
- Zito, A; Rigon, T; Ovaskainen, O; Dunson, DB. "Bayesian Modeling of Sequential Discoveries.." Journal of the American Statistical Association 118.544 (January, 2023): 2521-2532. [doi] [abs]
- Papadogeorgou, G; Bello, C; Ovaskainen, O; Dunson, DB. "Covariate-Informed Latent Interaction Models: Addressing Geographic & Taxonomic Bias in Predicting Bird–Plant Interactions." Journal of the American Statistical Association 118.544 (January, 2023): 2250-2261. [doi] [abs]
- Barrientos, AF; Sen, D; Page, GL; Dunson, DB. "Bayesian Inferences on Uncertain Ranks and Orderings: Application to Ranking Players and Lineups." Bayesian Analysis 18.3 (January, 2023): 777-806. [doi] [abs]
- Sachs, M; Sen, D; Lu, J; Dunson, D. "Posterior Computation with the Gibbs Zig-Zag Sampler." Bayesian Analysis 18.3 (January, 2023): 909-927. [doi] [abs]
- Li, D; Nguyen, P; Zhang, Z; Dunson, D. "Tree representations of brain structural connectivity via persistent homology.." Frontiers in neuroscience 17 (January, 2023): 1200373. [doi] [abs]
- Chakraborty, A; Ou, R; Dunson, DB. "Bayesian Inference on High-Dimensional Multivariate Binary Responses." Journal of the American Statistical Association (January, 2023). [doi] [abs]
- Zito, A; Rigon, T; Dunson, DB. "Inferring taxonomic placement from DNA barcoding aiding in discovery of new taxa." Methods in Ecology and Evolution 14.2 (February, 2023): 529-542. [doi] [abs]
- Gu, Y; Dunson, DB. "Bayesian Pyramids: identifiable multilayer discrete latent structure models for discrete data." Journal of the Royal Statistical Society. Series B: Statistical Methodology 85.2 (April, 2023): 399-426. [doi] [abs]
- 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.." Cereb Cortex 33.9 (April, 2023): 5307-5322. [doi] [abs]
- 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 72.2 (May, 2023): 254-270. [doi] [abs]
- Liu, R; Li, M; Dunson, DB. "PPA: Principal parcellation analysis for brain connectomes and multiple traits.." NeuroImage 276 (August, 2023): 120214. [doi] [abs]
- Talbot, A; Dunson, D; Dzirasa, K; Carlson, D. "Estimating a brain network predictive of stress and genotype with supervised autoencoders.." J R Stat Soc Ser C Appl Stat 72.4 (August, 2023): 912-936. [doi] [abs]
- Xu, J; Li, Y; Yang, H; Dunson, D; Daubechies, I. "PiPs: A kernel-based optimization scheme for analyzing non-stationary 1D signals." Applied and Computational Harmonic Analysis 66 (September, 2023): 1-17. [doi] [abs]
- Rigon, T; Herring, AH; Dunson, DB. "A generalized Bayes framework for probabilistic clustering." Biometrika 110.3 (September, 2023): 559-578. [doi] [abs]
- 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 79.4 (December, 2023): 2987-2997. [doi] [abs]
- Melikechi, O; Dunson, DB. "Ellipsoid fitting with the Cayley transform.." IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society 72 (January, 2024): 70-83. [doi] [abs]
- Datta, J; Banerjee, S; Dunson, DB. "Nonparametric Bayes multiresolution testing for high-dimensional rare events." Journal of Nonparametric Statistics (January, 2024). [doi] [abs]
- Winter, S; Campbell, T; Lin, L; Srivastava, S; Dunson, DB. "Emerging Directions in Bayesian Computation." Statistical Science 39.1 (January, 2024): 62-89. [doi] [abs]
- Huang, J; Morsomme, R; Dunson, D; Xu, J. "Detecting changes in the transmission rate of a stochastic epidemic model.." Statistics in medicine (February, 2024). [doi] [abs]
Papers Submitted
- B. Cai and D.B. Dunson. "Variable selection in nonparametric random effects models." submitted (2007).
- L.Wang and D.B. Dunson. "Bayesian isotonic density regression." (2007).
- R. Mitra and D.B. Dunson. "Two level stochastic search variable selection in GLMs with missing predictors." (2008).
Chapters
- Weinberg, CR; Dunson, DB. "Some issues in assessing human fertility." Statistics in the 21st Century. January, 2001: 42-49. [abs]
- Dunson, DB; Bhattacharya, A; Griffin, JE. "Nonparametric Bayes Regression and Classification Through Mixtures of Product Kernels." Bayesian Statistics 9. Oxford University Press, January, 2012: 145-164. [doi] [abs]
- Dunson, DB. "Nonparametric Bayes." Past, Present, and Future of Statistical Science. January, 2014: 281-291. [abs]