郑雪莹

医学研究中的统计方法及应用，包括：复杂纵向数据分析；多源大数据融合与分析

本科生：卫生统计学A、B、C；卫生统计方法（一）、（二）；

研究生：医学统计方法；医用多元统计方法；应用统计线性模型；高级卫生统计方法

参与主讲中国大学MOOC课程《医学统计学》
https://www.icourse163.org/course/FUDAN-1461782178

2013.9      香港大学统计与精算系            博士
2009.6       北京师范大学数学科学学院        学士

2017.6-8     访问加拿大女皇大学癌症临床试验研究中心

2012.1-12    访问美国伊利诺伊大学厄巴纳香槟分校统计系

代表性论文

方法学应用：

• Wang, J.#, Huang, Y.#, Zhu, Q., Huang, C., Lin, R., Peng, Y., Jiang, Z., Tang, D., Yao, Y., Zheng, X.*, Qin, G.*, & Chen, J.* (2025). Association between hospital-treated infectious diseases and risk of neurodegenerative disease among patients with prediabetes and diabetes: A prospective cohort study in UK Biobank. Brain, behavior, and immunity, 126, 30–37. Advance online publication. https://doi.org/10.1016/j.bbi.2025.01.027
• Yin, C.#, Ethier, J. L., Carey, M. S., Tu, D.*, & Zheng, X.*(2025). Trajectories of Cancer Antigen 125 (CA125) Within 3 and 6 Months After the Initiation of Chemotherapy Treatment for Advanced Ovarian Cancer and Clinical Outcomes: A Secondary Analysis of Data from a Phase III Clinical Trial. Current oncology, 32(7), 390. https://doi.org/10.3390/curroncol32070390
• Huang, Y.#, Lin, R.#, Wang, W., Pan, L., Huang, C., Yu, Y., Qin, G.*, Bao, Z.*, & Zheng, X.* (2024). Association between self-reported child maltreatment and risk of hospital-treated infectious diseases in middle-aged and older adults: A UK Biobank cohort study. Preventive medicine,189, 108153. https://doi.org/10.1016/j.ypmed.2024.108153
• Zhao, Y.#, Zhu, W.#, Wang, M., Cai, L., Zheng, X.*, & Jin, L*. (2024). High serum total bilirubin as a potential protective factor for gestational diabetes mellitus: A retrospective cohort study of 92,885 Chinese pregnant women. Diabetes & metabolism, 50(2), 101523. https://doi.org/10.1016/j.diabet.2024.101523
• 郑雪莹#; 秦国友; 余勇夫*; 迁移学习在罕见病研究中的应用与展望, 药物流行病学杂志, 2025, 24(8): 986-992

生物统计方法学：

• Zheng, X.#, Xue, L., Qu, A.* (2018) Time-varying correlation structure estimation and local-feature detection for spatio-temporal data, Journal of Multivariate Analysis; 168:221-239.
• Zheng, X.#, Fu, B., Zhang, J., Qin, G.* (2018) Variable selection for longitudinal data with high-dimensional covariates and dropouts, Journal of Statistical Computation and Simulation; 88(4):712-725.
• Zheng, X.#, Qin, G.*, Tu, D. (2017) A generalized partially linear mean-covariance regression model for longitudinal proportional data, with applications to the analysis of quality of life data from cancer clinical trials, Statistics in Medicine; 36(12): 1884-1894.

完成国家自然科学基金青年项目一项，作为骨干参与国家科技重大专项、上海市科技重大专项等。

Education

09/2013: The University of Hong Kong, Statistics, Ph.D.

06/2009: Beijing Normal University, Statistics, Bachelor's Degree

Research and Work Experience 

09/2013 - Present: Fudan University, School of Public Health, Department of Biostatistics, Associate Professor (Lecturer before 12/2017)

01-12/2012: University of Illinois at Urbana-Champaign, Department of Statistics, Visiting scholar

Completed one National Natural Science Foundation of China Young Scientists Project; served as a key team member in national major science and technology initiatives and Shanghai major science and technology projects.