Professional Summary
Bin Nan is Associate Professor of Biostatistics. He received his Ph.D. in biostatistics from the University of Washington in 2001 and joined the faculty at the University of Michigan in the same year. Prior to his graduate study in the U.S., he had been teaching and doing research in statistical quality control and operations research for the aerospace industry in China. Dr. Nan's current research interests are in various areas of statistics and biostatistics including semiparametric inference, failure time and survival analysis, longitudinal data, missing data and two-phase sampling designs, and high-dimensional data analysis. He is also collaborating in many studies in cancer, radiology, epidemiology, and bioinformatics.
Courses Taught
BIOSTAT830: Advanced Topics in Biostatistics
Syllabus (PDF)
Education
Ph.D., Biostatistics, University of Washington, 2001
M.S., Biostatistics, University of Washington, 1999
M.S., Statistics, Virginia Commonwealth University, 1997
M.S., Aerospace Engineering, Beijing University of Aeronautics& Astronautics, 1987
B.S., Aerospace Engineering, Beijing University of Aeronautics& Astronautics, 1984
Research Interest & Projects
My research interests include topics in semiparametric regression models, survival analysis, missing data problems and high-dimensional data. I am currently focusing on the development of new methods in the areas of survival analysis with missing data, efficient estimation in two-phase sampling designs and model selection.
Selected Publications
Nan, B., Yu, M., and Kalbfleisch, J.D. (2006). Censored linear regression for case-cohort studies. Biometrika, 93, 747-762.
Yu, M. and Nan, B. (2006). A revisit of semiparametric regression models with missing data. Statistica Sinica, 16, 1193-1212.
Nan, B., Lin, X., Lisabeth, L. D., and Harlow ,S. D. (2006). Piecewise constant cross-ratio estimation for association of age at a marker event and age at menopause. Journal of the American Statistical Association, 101, 65-77.
Nan, B., Lin, X., Lisabeth, L. D., and Harlow, S. D. (2005). A varying-coefficient Cox model for the effect of age at a marker event on age at menopause. Biometrics, 61, 576-583.
Nan, B. (2004). Efficient estimation for case-cohort studies. Canadian Journal of Statistics, 32, 403-419.
Nan, B., Emond, M., and Wellner, J.A. (2004). Information bounds for Cox regression models with missing data. Annals of Statistics, 32, 723-753.
Professional Affiliations
American Statistical Association
Institute of Mathematical Statistics
International Biometric Society, ENAR
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