Publications of David B Dunson     :chronological  combined  bibtex listing:

Papers Published

1. D.B. Dunson and J-H. Park. "Kernel stick-breaking processes." Biometrika 95 (2008): 307-323.
2. M.L. Pennell and D.B. Dunson. "Nonparametric Bayes testing of changes in a response distribution with an ordinal predictor." Biometrics 64 (2008): 413-423.
3. D.B. Dunson. "Bayesian dynamic modeling of latent trait distributions." Biostatistics 7 (2007): 551-568.
4. J. Bigelow and D.B. Dunson. "Bayesian adaptive regression splines for hierarchical data." Biometrics 63 (2007): 724-732.
5. D.B. Dunson. "Empirical Bayes density regression." Statistica Sinica 17 (2007): 481-504.
6. D.B. Dunson, N. Pillai, and J-H. Park. "Bayesian density regression." Journal of the Royal Statistical Society, Series B 69 (2007): 163-183.
7. S. Kinney and D.B. Dunson. "Fixed and random effects selection in linear and logistic models." Biometrics 63 (2007): 690-698.
8. D.B. Dunson, Y. Xue and L. Carin. "The matrix stick-breaking process: Flexible Bayes meta analysis." Journal of the American Statistical Association 103 (2007): 317-327.
9. M.L. Pennell and D.B. Dunson. "Fitting semiparametric random effects models to large data sets." Biostatistics 8 (2007): 821-834.
10. D.B. Dunson. "Bayesian multivariate isotonic regression splines: Applications to carcinogenicity studies." Journal of the American Statistical Association 102 (2007): 1158-1171.
11. B. Scarpa, D.B. Dunson and E. Giacchi. "Bayesian selection of optimal rules for timing intercourse using calendar and mucus." Fertility and Sterility 88 (2007): 915-924.
12. Pennell and Dunson. "Bayesian semiparametric dynamic frailty models for multiple event time data." Biometrics 62 (2006): 1044-1052. [html]
13. Cai and Dunson. "Bayesian covariance selection in generalized linear mixed models." Biometrics 62 (2006): 446-457. [html]
14. D.B. Dunson. "Bayesian semiparametric isotonic regression for count data." Journal of the American Statistical Association 100 (2005): 618-627.
15. Dunson, Bigelow & Colombo. "Reduced fertilization rates for older men when cervical mucus is sub-optimal." Obstetrics and Gynecology 105 (2005): 788-793.

Papers Accepted

1. D.B. Dunson, A.H. Herring and S.M. Engel. "Bayesian selection and clustering of polymorphisms in functionally-related genes." Journal of the American Statistical Association  (2008).
2. D.B. Dunson, A.H. Herring and A.M. Siega-Riz. "Bayesian inference on changes in response densities over predictor clusters." Journal of the American Statistical Association  (2008).
3. R.F. MacLehose and D.B. Dunson. "Nonparametric Bayes kernel-based priors for functional data analysis." Statistica Sinica  (2008).
4. D.B. Dunson and S.D. Peddada. "Bayesian nonparametric inference on stochastic ordering." Biometrika  (2008).
5. Y. Chung and D.B. Dunson. "The local Dirichlet process." Annals of the Institute of Statistical Mathematics  (2008).
6. J.L. Bigelow and D.B. Dunson. "Bayesian semiparametric joint models for functional predictors." Journal of the American Statistical Association  (2008).
7. J. Ghosh and D.B. Dunson. "Default prior distributions and efficient posterior computation in Bayesian factor analysis." Journal of Computational & Graphical Statistics  (2008).
8. A. Rodriguez, D.B. Dunson and A.E. Gelfand. "Nonparametric functional data analysis through Bayesian density estimation." Biometrika  (2008).
9. A. Rodriguez, D.B. Dunson and J. Taylor. "Bayesian hierarchically weighted finite mixture models for samples of distributions." Biostatistics  (2008).
10. A. Rodriguez, D.B. Dunson and A.E. Gelfand. "The nested Dirichlet process (with discussion)." Journal of the American Statistical Association  (2008).
11. Ni, K., Paisley, J., Carin, L. and D.B. Dunson. "Multi-task learning for analyzing and sorting large databases of sequential data." IEEE Trans. Signal Processing  (2008).

Papers Submitted

1. D.B. Dunson, M. Yang and D.D. Baird. "Semiparametric Bayes hierarchical models with mean and variance constraints."   (2007).
2. B. Cai and D.B. Dunson. "Variable selection in nonparametric random effects models." submitted  (2007).
3. R.F. MacLehose and D.B. Dunson. "Bayesian semi-parametric multiple shrinkage."   (2007).
4. L.Wang and D.B. Dunson. "Bayesian isotonic density regression."   (2007).
5. B. Scarpa and D.B. Dunson. "Bayesian hierarchical functional data analysis with contaminated informative priors."   (2007).
6. L. Wang and D.B. Dunson. "Fast Bayesian inference in Dirichlet process mixture models."   (2007).