Yajuan Si
- Email Yajuan Si
- (734)764-6935
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BIO
Yajuan Si is a Research Associate Professor in the Survey Research Center and Associate Director of the Michigan Program in Survey and Data Science at the University of Michigan. She joined the University of Michigan in 2017 after serving for three years as a faculty member in biostatistics and population health at the University of Wisconsin–Madison. She earned her Ph.D. in Statistical Science from Duke University and completed postdoctoral training at Columbia University. Dr. Si’s research focuses on methodological development across the full data lifecycle, from study design to data analysis. Her work spans Bayesian statistics, the integration of design- and model-based approaches for survey inference, data integration, missing data imputation, confidentiality protection, and causal inference, with applications in the social and health sciences. She has developed a research agenda centered on advancing population inference through Bayesian modeling techniques and addressing selection and nonresponse bias in complex data settings. She is the recipient of the 2026 Gertrude Cox Award and an elected member of the International Statistical Institute.
- Yajuan Si, James Robert Wagner, Ronald C. Kessler. 2026. Probability, Probability-Based, and Nonprobability Surveys in Psychiatric Epidemiological Research. JAMA Psychiatry 83(3):298-305.
- Grace S. Chung, Yajuan Si, et al.. 2026. Attainment of global diabetes targets in 2021: a pooled analysis of individual-level data from national surveys in 100 low-income, middle-income, and high-income countries. The Lancet Global Health 14(1):e21-e32.
- Brady Thomas West, Yajuan Si, Yueying Hu, Sean Esteban McCabe, Philip Todd Veliz. 2025. The role of weighting adjustment for attrition in longitudinal trajectory modeling: a simulation study. Communications in Statistics - Simulation and Computation 54(3):866-888 .
- Forthman, Katherine L., Kuplicki, Rayus, Thompson, Wesley K., Nemeroff, Charles B., Yajuan Si, Fan, Chun Chieh, Paulus, Martin P.. 2025. Treatment resistant depression: Socio-demographic characteristics, comorbidity and treatment patterns from the All of Us Research Program. Journal of Affective Disorders 390:119858.
- Shiyu Zhang, Yajuan Si, John Dziak. 2025. How to manage missing covariates in randomized controlled trials: a comparison of strategies. BMC Medical Research Methodology 25(1):264.
- Shirley Mathur, Yajuan Si, Jerome P Reiter. 2024. Fully Synthetic Data for Complex Surveys. Survey methodology 50(2):347.
- Zikai Lin, Yajuan Si, Jian Kang. 2024. Latent subgroup identification in image-on-scalar regression. The Annals of Applied Statistics 18(1):468-486.
- Yajuan Si, Roderick J Little, Ya Mo, Nell Sedransk. 2024. Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study. International Statistical Review 92(3):383-405.
- Yajuan Si, Sunghee Lee, Steven G Heeringa. 2023. Population Weighting in Statistical Analysis. JAMA Internal Medicine 184(1):98-99.
- Demidenko, Michael I., Edward Huntley, Du, Licheng, Estor, Caitlin, Yajuan Si, Wagner, Christine, Philippa J Clarke, Daniel P Keating. 2023. Individual and Community level Developmental Adversities: Associations with Marijuana and Alcohol Use in Late-Adolescents and Young Adults. Journal of Youth and Adolescence 53:799-813.