Recent Publications [2006 through present]

Cai, B. and Dunson, D.B. (2006). Bayesian covariance selection in generalized linear mixed models. Biometrics , 62, 446-457.

Dunson, D.B. (2006). Bayesian dynamic modeling of latent trait distributions. Biostatistics 7, 551-568.

O'Brien, S.M., Kupper, L.L., and Dunson, D.B. (2006). Performance of tests of association in misspecified generalized linear models. Journal of Statistical Planning and Inference 136, 3090-3100.

Pennell, M.L. and Dunson, D.B. (2006). Bayesian semiparametric dynamic frailty models for multiple event time data. Biometrics 62, 1044-1052.

Scarpa, B. and Dunson, D.B. (2006). Bayesian selection of predictors of conception probabilities across the menstrual cycle. Paediatric and Perinatal Epidemiology 20, 30-37.

Scarpa, B., Dunson, D.B. and Colombo, B. (2006). Cervical mucus secretions on the day of intercourse: An accurate marker of highly fertile days. European Journal of Obstetrics Gynecology and Reproductive Biology 125, 72-78.

Baird, D.D., Dunson, D.B., Hill, M.C., Cousins, D. and Schectman, J.M. (2007). Association of physical activity with development of uterine leiomyoma. American Journal of Epidemiology 165, 157-163.

Bigelow, J. and Dunson, D.B. (2007). Bayesian adaptive regression splines for hierarchical data. Biometrics 63, 724-732.

Cai, B. and Dunson, D.B. (2007). Bayesian multivariate isotonic regression splines: Applications to carcinogenicity studies. Journal of the American Statistical Association 102, 1158-1171.

Dunson, D.B. (2007). Bayesian methods for latent trait modeling of longitudinal data. Statistical Methods in Medical Research 16, 399-415.

Dunson, D.B. (2007). Empirical Bayes density regression. Statistica Sinica 17, 481-504.

Dunson, D.B., Pillai, N.S. and Park, J-H. (2007). Bayesian density regression. Journal of the Royal Statistical Society B 69, 163-183.

Kinney, S. and Dunson, D.B. (2007). Fixed and random effects selection in linear and logistic models. Biometrics 63, 690-698.

MacLehose, R.F., Dunson, D.B., Herring, A.H. and Hoppin, J.A. (2007). Bayesian methods for highly correlated exposure data. Epidemiology 18, 199-207 (with discussion)

Pennell, M.L. and Dunson, D.B. (2007). Fitting semiparametric random effects models to large data sets. Biostatistics 8, 821-834.

Scarpa, B. and Dunson, D.B. (2007). Bayesian methods for searching for optimal rules for timing intercourse to achieve pregnancy. Statistics in Medicine 126, 1920-1936 (paper celebrating 25th anniversary)

Stanford, J.B. and Dunson, D.B. (2007). Effects of intercourse patterns in time to pregnancy studies. American Journal of Epidemiology 165, 1088-1095.

Dunson, D.B. and Park, J-H. (2007). Kernel stick breaking processes. Biometrika 95, 307-323.

Dunson, D.B., Xue, Y. and Carin, L. (2008). The matrix stick-breaking process: Flexible Bayes meta analysis. Journal of the American Statistical Association 103, 317-327.

Pennell, M.L. and Dunson, D.B. (2007). Nonparametric Bayes testing of changes in a response distribution with an ordinal predictor. Biometrics 64, 413-423.

Scarpa, B., Dunson, D.B. and Giacchi, E. (2008). Bayesian selection of optimal rules for timing intercourse using calendar and mucus. Fertility and Sterility 88, 915-924.

Bigelow, J. and Dunson, D.B. (2008). Bayesian semiparametric joint models for functional predictors. Journal of the American Statistical Association in press.

Dunson, D.B., Herring, A.H. and Engel, S.M. (2008). Bayesian selection and clustering of polymorphisms in functionally-related genes. Journal of the American Statistical Association in press.

Dunson, D.B., Herring, A.H. and Siega-Riz, A.M. (2008). Bayesian inference on changes in response densities over predictor clusters. Journal of the American Statistical Association in press.

Dunson, D.B. and Peddada, S.D. (2008). Bayesian nonparametric inference on stochastic ordering. Biometrika in press.

Ghosh, J. and Dunson, D.B. (2008). Default priors and efficient posterior computation in Bayesian factor analysis. Journal of Computational and Graphical Statistics in press.

MacLehose, R.F. and Dunson, D.B. (2008). Nonparametric Bayes kernel-based priors for functional data analysis. Statistica Sinica in press.

Rodriguez, A., Dunson, D.B. and Gelfand, A.E. (2008). Nonparametric functional data analysis through Bayesian density estimation. Biometrika in press.

Rodriguez, A., Dunson, D.B. and Gelfand, A.E. (2008). The nested Dirichlet process (with discussion). Journal of the American Statistical Association in press.

Rodriguez, A., Dunson, D.B. and Taylor, J. (2008). Bayesian hierarchically weighted finite mixture models for samples of distributions Biostatistics in press.