2006 - present
Cai, B. and Meyer, R. (2009). Bayesian semi-parametric modeling using mixtures for stratified survival Data, Computational Statistics and Data Analysis. In press.
Cai, B., Lawson, A. B., McDermott, S., and Aelion, C.M. (2009). Variable selection for spatial random fields predictors under Bayesian hierarchical spatial model, Statistical Modeling. In press.
Lawson, A. B., Song, H., Cai, B., and Hossain, M., Huang, K. (2009). Space-time latent component modeling for geo-referenced health data, Statistics in Medicine, in press.
Bottai, M., Cai, B., and McKeown, R. E. (2009). Logistic quantile regression for bounded outcomes, Statistics in Medicine, in press.
Cai, B., Dunson, D. B., and Stanford, J. (2009). Dynamic model for multivariate markers of fecundability, Biometrics, in press.
Cai, B. (2009). Bayesian semiparametric frailty selection in multivariate event time data, Biometrical Journal, in press.
Cai, B., Meyer, R., and Perron, F., (2008). Metropolis-Hastings algorithms with adaptive proposals. Statistics and Computing 18(4), 421-433.
Meyer, R., Cai, B., and Perron, F., (2008). Adaptive rejection Metropolis sampling using Langrange interpolation polynomials of degree 2. Computational Statistics and Data Analysis 52(7), 3408-3423.
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.
Chen, A., Cai, B., Dietrich, K., Radcliffe, J., and Rogan, W.J. (2007). Lead exposure, IQ and behavior in urban 5-to7-year-olds: Does lead affects behavior only by lowering IQ? Pediatrics 119(3), 650-658.
Cai, B. and Dunson, D.B. (2006). Bayesian Covariance Selection in Generalized Linear Mixed Models. Biometrics 62, 446-457.
[Last update: January, 2009]
- Bayesian semiparametric regression methods for interval-censored data. ICBayes1.0 (manual). To be updated soon.