Jianwei Chen, PhD
Contact Information:
Department of Mathematics and
Statistics
San Diego State University
5500
Office: GMCS-516
Phone: (619) 594-2059
Email: jchen@sciences.sdsu.edu
My CV
Teaching:
- STAT551A, Probability and Mathematical
Statistics, Fall 2007
- STAT551B, Probability and
Mathematical Statistics, Spring
2008
Research Interests:
- Statistical inferences for nonlinear dynamic models with applications to HIV/AIDS infections and epidemiological studies
- Nonparametric and semi-parametric regression
- Measurement error and missing data problems
- Mixed effects models in longitudinal data and functional data analysis
- Bayesian methods, MCMC, and computational statistics
- Operations research
Selected Publications:
- Huang, L.
and Chen, J. (2008). Analysis
of variance, coefficient of determination, and an F-test for local
polynomial regression. The Annals of Statistics, to appear.
- Chen, J. and Wu, H.
(2008). Estimating differential equation models with measurement errors. Statistica Sinica,
to appear.
- Chen, J. and Wu, H.
(2008). Efficient local estimation for time-varying coefficients in
deterministic dynamic models with applications to HIV-1 dynamics. Journal
of the American Statistical Association, 103,369-384.
- Chen, J. and
Chou, W. (2008). A comparison of the local quadratic hedging model with a
convenient parametric model with application to the
- Chen, J.,
Li, K. and Feng, C. (2008). Bayesian computation
and adaptive control for dynamic linear system. The International Journal of Contemporary Mathematical Sciences,
3, 269-284.
- Zhou, H., Chen,
J., Rissanen, T., Korrick,
S., Hu, H., Salonen,
J. and Longnecker,
M. (2007). Outcome dependent sampling: An efficient sampling and inference
procedure for studies with
a continuous outcome. Epidemiology, 18, 461-468.
- Zhang, J.
and Chen, J. (2007).
Statistical inference for functional data. The Annals of
Statistics, 35, 1052-1079.
- Chen, J.,
Li, K. and Lam, Y. (2007). Bayesian double sampling acceptance plans for Weibull distribution with censoring. European
Journal of Operational
Research, 117, 1062-1073.
- Chen, J.,
Fan, J., Li, K. and Zhou, H. (2006). Local quasi-likelihood estimation with the data missing at
random. Statistica Sinica, 16, 1071-1101.
- Wu, X., Zou, G. and Chen, J. (2006). Unbiased
invariant minimum norm estimation in generalized growth curve model. Journal of Multivariate Analysis,
97, 1718-1741.
- Chen, J.,
Zhang, J. and Wu, H. (2005). Discretization
approach and nonparametric modeling for long-term HIV dynamic model. Lecture
Notes in Computer Science. Springer-Verlag,
3483, 519-527.
- Chen, J.,
Zhou, H. and Cai, J.
(2004). Two-step estimation of the generalized linear mixed model with auxiliary covariates. Statistica Sinica,
14, 597-612.
- Chen, J., Chou, W.,
Wu, H. and Zhou, H. (2004). Designing acceptant sampling schemes
for life testing with mixed censoring. Naval Research Logistics, 51, 361-376.
- Chen, J.,
Choy, S.T.B. and Li, K. (2004). Optimal Bayesian sampling acceptance plan with
random censoring. European
Journal of Operational Research, 155, 683-694.
- Zhou, H., Chen, J. and Cai, J. (2002). Random effects logistic
regression analysis with auxiliary
covariates. Biometrics, 58, 352-360.
- Chen, J.
(2001). Decision theory approach to acceptance plans with censoring. Journal of the Operation Research and
Management Science, 5,
24-31.
- Chen, J.
and Lam, Y. (2000). Comparing sampling acceptance plans for mixed and Type
I censoring under the Weibull distribution. Operation
Research Transactions,
3, 25-37.
- Fan, J. and Chen,
J. (1999). One-step local quasi-likelihood estimation. Journal of the Royal Statistical Society. B, 61, 927-943.
- Chen, J.
and Lam, Y. (1999). Bayesian sampling acceptance plans for a general life distribution with Type I
censoring. Operation Research Transactions,
2, 29-45.
- Chen, J.
and Lam, Y. (1999). Bayesian variable sampling plan for the Weibull distribution with Type I censoring. Acta Math. Appl, Sinica, 3,
269-280