Dr. Huang is Professor of Biostatistics in the Department of Biostatistics and Bioinformatics. He received his PhD from the University of Minnesota in 1997 and subsequently served as a faculty member at Fred Hutchinson Cancer Research Center through 2004. His methods research interests encompass survival analysis (multi-state process, quality adjusted survival time, lifetime medical cost, recurrent events, and varying effects models such as quantile regression), covariate measurement error, classification and prediction, semi- and non-parametric inferences, and statistical computing. Dr. Huang's collaborations in the realm of clinical research have been instrumental in addressing statistical challenges encountered in clinical trials, epidemiological studies, and the development of diagnostic biomarkers across various critical medical fields, notably cancer, HIV/AIDS, cardiovascular diseases, and renal diseases. He has published over 80 papers in statistical and medical journals, and has received a number of grants from NIH and NS. Dr. Huang is an elected fellow of the American Statistical Association.
Please visit my personal webpage for a more complete list of publications, software, and etc.:
https://web1.sph.emory.edu/users/yhuang5/
Contact Information
Rollins School of Public Health ,
Atlanta , GA 30322
1518 Clifton Road NE
Phone: (404) 727-2951
Fax: (404) 727-1370
Email: yhuang5@emory.edu
Areas of Interest
- Biomarkers
- Biostatistics
- Clinical Trials
- Health Services Research
- HIV/AIDS Prevention
- Missing and Mismeasured Data
- Survival Analysis
Education
- PhD 1997, University of Minnesota, Minneapolis
Courses Taught
- BIOS 711: Statistical Inference II
- BIOS 722: Advanced Survival Analysis
- BIOS 736: Stats Analy W/Missing&Mismeasu
Publications
- Huang, Y. and Sanda, M. G., 2022, Linear biomarker combination for constrained classification, Annals of Statistics, 50, 2793-2815
- Huang, Y., 2017, Restoration of monotonicity respecting in dynamic regression, Journal of the American Statistical Association, 112, 613-622
- Huang, Y., 2014, Bootstrap for the case-cohort design, Biometrika, 101, 465-476
- Huang, Y., 2010, Quantile calculus and censored regression, Annals of Statistics, 38, 1607-1637
- Huang, Y., 2009, Cost analysis with censored data, Medical Care, 47, S115-S119
- Kutner, N. G., Muntner, P., Huang, Y., Zhang, R., Cohen, A. J., Anderson, A. H., and Eggers, P. W., 2009, Effects of Hurricane Katrina on the mortality of dialysis patients (with Commentary), Kidney International, 76, 760-766
- Huang, Y., Zhang, R., Culler, S., and Kutner, N., 2008, Costs and effectiveness of cardiac rehabilitation for dialysis patients following coronary bypass., Kidney International, 74, 1079-1084
- The EXPLORE Study Team., 2004, Effects of a behavioural intervention to reduce acquisition of HIV infection among men who have sex with men: The EXPLORE randomized controlled Study, Lancet , 364, 41-50
- Huang, Y. and Wang, M.-C., 2003, Frequency of recurrent events at failure time: modeling and inference, Journal of the American Statistical Association, 98, 663-670
- Huang, Y., 2002, Calibration regression of censored lifetime medical cost, Journal of the American Statistical Association, 97, 318-327
- Huang, Y., 2002, Censored regression with the multistate accelerated sojourn times model, Journal of the Royal Statistical Society Ser. B, 64, 17-29
- Huang, Y. and Wang, C. Y., 2001, Consistent functional methods for logistic regression with errors in covariates, Journal of the American Statistical Association, 96, 1469-1482
- Huang, Y. and Wang, C. Y. , 2000, Cox regression with accurate covariates unascertainable: a nonparametric-correction approach, Journal of the American Statistical Association, 95, 1209-1219