鄭雪瑩，女，香港大學統計與精算系博士，復旦大學公共衛生學院副教授。
基本介紹
- 中文名：鄭雪瑩
- 學位/學歷：博士
- 職業：教師
- 專業方向：複雜縱向數據；時空數據；醫學/腫瘤生存數據；公共衛生大數據
- 就職院校：復旦大學公共衛生學院
個人經歷,研究方向,學術成果,
個人經歷
2012.01-12 訪問美國伊利諾伊大學厄巴納香檳分校統計系
2017.06-08 訪問加拿大女皇大學癌症臨床試驗研究中心
2009 北京師範大學數學科學學院 學士
2013 香港大學統計與精算系 博士
研究方向
複雜縱向數據；時空數據；醫學/腫瘤生存數據；公共衛生大數據。
學術成果
國家自然科學青年基金項目：基於穩健估計方程的複雜縱向數據研究(11501124), 主持。
代表性論文
1.X Zheng, L Xue, A Qu. (2018)Time-varying correlation structure estimation and local-feature detection for spatio-temporal data,Journal of Multivariate Analysis;168:221-239.
2.X Zheng, B Fu, J Zhang, G Qin. (2018) Variable selection for longitudinal data with high-dimensional covariates and dropouts,Journal of Statistical Computation and Simulation; 88(4):712-725.
3. Y Li, XL Wang,X Zheng. (2018)Impact of weather factors on influenza hospitalization across different age groups in subtropical Hong Kong,International Journal of Biometeorology; 62:1615-1624.
4.X Zheng, G Qin, D Tu. (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.
5. Z Wu, G Qin, N Zhao, H Jia,X Zheng. (2017) Assessing the adequacy of lymph node yield for different tumor stages of colon cancer by nodal staging scores,BMC Cancer; 17(1):498.
6.X Zheng, Z Song, Y Li, J Zhang, XL Wang. (2017) Possible interference between seasonal epidemics of influenza and other respiratory viruses in Hong Kong, 2014-2017,BMC Infectious Diseases; 17(1):772.
7.X Zheng, WK Fung, Z Zhu. (2014) Variable selection in robust joint mean and covariance model for longitudinal data analysis,Statistica Sinica;24(2):515-531.
8.X Zheng, WK Fung, Z Zhu. (2013) Robust estimation in joint mean-covariance regression model for longitudinal data,Annals of the Institute of Statistical Mathematics;65(4):617-638.
