Zhao, Yingqi

Faculty
Yingqi Zhao
Title: 
Assistant Professor, Department of Biostatistics & Medical Informatics
Room & Building: 
H6/536 CSC
Email: 

yqzhao [at] biostat.wisc.edu

Phone: 
263-5572
Fax: 
608-265-5579
Education & Research: 

PhD, Biostatistics, University of North Carolina at Chapel Hill, 2012

Research Interests
Dynamic Treatment Regimes; Personalized Medicine; Clinical Trials; Empirical Processes; Machine Learning; Survival Analysis; Public Health Surveillance.

Selected Publications
Zhao, Y. Q., Zeng, D., Rush A. J., Kosorok, M. R. (2012) "Estimating Individualized Treatment Rules Using Outcome Weighted Learning". Journal of the American Statistical Association, Vol. 107, pp. 1106-1118.
Zhao, Y.Q., Zeng, D., Herring, A. H., Ising, A., Waller, A., Richardson, D., Kosorok, M. R. (2011). "Detecting Disease Outbreaks Using Local Spatiotemporal Methods", Biometrics, Vol. 67, pp. 1508-1517.
Nadkarni, N., Zhao, Y.Q., Kosorok, M. R. (2011). "Inverse regression estimation for censored data", Journal of the American Statistical Association, Vol. 106, pp. 178-190.
Hua, S., Hawkins, D. L., Han, C., Zhao, Y.Q. (2011) "Multivariate Failure Time Analysis when only the Time to First Failure is Observed", Communications in Statistics - Simulation and Computation, Vol. 40, pp. 125-140.

Summary: 

Dynamic Treatment Regimes; Personalized Medicine; Clinical Trials; Empirical Processes; Machine Learning; Survival Analysis; Public Health Surveillance.