Biography
Dr. Wang works on developing data-driven approaches to uncover complex relationships between biomarkers, clinical markers, environmental variables and health outcomes to assist studies of disease etiology, diagnostic capabilities and optimal treatments. Her methodological interests include machine learning, analytics for precision medicine, network analysis, and novel design and analysis of clinical trials and electronic health records. Her substantive applied research area includes psychiatric disorders and neurological disorders.
Topics
Education
PhD, 2005, Department of Statistics, Columbia University
BA, 2001, University of Science and Technology of China
Other Affiliations
Honors & Awards
Calderone Research Prize for Junior Faculty, 2006
Diversity Fellowship, 2009
Tow Leadership Scholar, 2015
Areas of Expertise
Clinical Trials, Data Science, Health Informatics, Intervention Studies, Longitudinal Studies, Multilevel Modeling, Nonparametric Methods, Predictive Modeling/Machine Learning, Research Design and Methods
Select Publications
Wang Y, Ottman R, and Rabinowitz D A Method for Estimating Penetrance from Families Sampled for Linkage Analysis. Biometrics 62 1081-1088 2006
Yip N, Kawut SM, Lederer DJ, Wilt JS, Wang Y, Sternberg D, D'Ovidio
F, Sonett JR, Arcasoy SM Immunoglobulin G Levels Before and
After Lung Transplantation. Am J Respir Crit Care Med 173(8) 917-921 2006
Clark LN, Afridi S, Karlins E, Wang Y, Mejia-Santana H, Harris J,
Louis ED, Cote LJ, Andrews H, Fahn S, Waters C, Ford B, Frucht S,
Ottman R, and Marder K Case-Control Study of the Parkin Gene in Early Onset PD. Archives of Neurology 63(4) 548-552 2006
Clark LN, Wang Y, Karlins E, Saito L, Mejia-Santana H, Harris J,
Louis ED, Cote LJ, Andrews H, Fahn S, Waters C, Ford B, Frucht S,
Ottman R, and Marder K Frequency of LRRK2 Mutations in Early- and Late-onset Parkinson disease. Neurology 67(10) 1786-1791 2006
Yuanjia Wang, Yixin Fang, and Man Jin A Ridge Penalized
Principal-Components Approach Based on Heritability for
High-dimensional Data. Human Heredity To appear
Wang Y, Clark LN, Marder K, and Rabinowitz D Non-parametric
Estimation of Genotype-specific Age-at-onset Distributions From Censored Kin-cohort Data. Biometrika To appear