Yayuan Zhu, PhD

Y_Zhu_160x180.JPG

Assistant Professor

P: 519.661.2111 ext: 86247
F: 519.661.3766
E-mail: yayuan.zhu@uwo.ca

Appointments

  • Department of Epidemiology and Biostatistics 

Research Cluster Membership

Research Interests

  • survival data analysis
  • longitudinal data analysis
  • dynamic prediction
  • dependent censoring and missing data
  • observational studies with intermittent clinical visits

Education

  • PhD, Biostatistics, University of Waterloo, ON, Canada
  • MSc, Statistics, University of Calgary, AB, Canada
  • BSc, Statistics, Tongji University, Shanghai, China

Publications (selected)

  • Zhu, Yayuan, Li, Liang and Huang, Xuelin. (2018). “Landmark Linear Transformation Model for Dynamic Prediction with Application to a Longitudinal Cohort Study of Chronic Disease.”. Journal of the Royal Statistical Society: Series C (Applied Statistics). Accepted.
  • Zhu, Yayuan, Li, Liang and Huang, Xuelin. (2018). “On the landmark survival model for dynamic prediction of event occurrence using longitudinal data.”. In “New Frontiers of Biostatistics and Bioinformatics" (eds. Y. Zhao and D.-G. Chen). ICSA Book Series in Statistics. Springer Nature Switzerland AG. In press.
  • Zhu, Yayuan, Jerald F. Lawless, and Cecilia A. Cotton. (2018). "Nonparametric Analysis of Dependently Interval-Censored Failure Time Data.". Statistics in Medicine. 37(21)
  • Zhu, Yayuan, Jerald F. Lawless, and Cecilia A. Cotton. (2017). "Estimation of Parametric Failure Time Distributions Based on Interval-Censored Data with Irregular Dependent Follow-Up.". Statistics in Medicine. 36(10): 1548-1567.
  • Zhu, Yayuan, Jingjing Wu, and Xuewen Lu. (2013). "Minimum Hellinger Distance Estimation for a Two-Sample Semiparametric Cure Rate Model with Censored Survival Data.". Computational Statistics. 28(6): 2495-2518.