Publications (selected)

Jiang S, Cook RJ. (2022). The polytomous discrimination index for prediction involving multistate processes under intermittent observation. Statistics in Medicine. [DOI] [Software
Jiang S, Cao J, Rosner B, Colditz GA. (2021). Supervised two-dimensional functional principal component analysis with time-to-event outcomes and mammogram imaging data. Biometrics. [PMID][DOI][Software
Jiang S, Cao J, Colditz GA, Rosner B. (2021). Predicting the onset of breast cancer using mammogram imaging data with irregular boundary. Biostatistics[PMID][DOI][Software
Jiang S, Xie Y, Colditz GA. (2021). Functional ensemble survival tree: dynamic prediction of Alzheimer's disease progression accommodating multiple time-varying covariates. Journal of the Royal Statistical Society: Series C (Applied Statistics). 70(1), 66  79. [DOI[Software
Jiang S, Swanson D, Betensky RA. (2021). Estimation of the censoring distribution in clinical trials. Contemporary Clinical Trial Communications. [PMID][DOI][Software
Jiang S, Colditz GA (2021). Prevention trials: Challenges in design, analysis, and interpretation of prevention trials. Piantadosi S,. Meinert C.L. (eds) Principal and Practice of Clinical Trials. Springer, Cham. [DOI]

Jiang S, Cook RJ, Zeng L. (2020). Mitigating bias from intermittent measurement of time-dependent covariates in failure time analysis. Statistics in Medicine, 39(13), 1833 – 1845. [PMID[DOI]

Jiang S, Cook RJ. (2019). Score tests based on a finite mixture model of Markov processes under intermittent observation. Statistics in Medicine. 38(16), 3013 – 3025. [PMID] [DOI]

Awards

2022
40 Under 40 Public Health Catalyst Award
Boston Congress of Public Health
2021
MERIT Award
National Cancer Institute
2019  
Institute of Clinical and Translational Science Award
Washington University School of Medicine
2018 
Statistics & Actuarial Science Chair's Award
University of Waterloo, Canada
2018
Best Research Presentation Award
WatRISQ Research Conference, University of Waterloo, Canada
2016 - 2018  
Math Senate Graduate Scholarship Award
University of Waterloo, Canada