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  • Resume
  • Research Fields
  • Enrollment and Training
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Zhou Yingchun

  • About

    • Department: School of Statistics
    • Gender: female
    • Post:
    • Graduate School: Boston University
    • Degree: Ph.D.
    • Academic Credentials:
    • Tel:
    • Email: yczhou@stat.ecnu.edu.cn
    • Office: 1715 Science Building A
    • Address: 3663 North Zhongshan Road
    • PostCode: 200063
    • Fax:

    WorkExperience

    Education

    Resume

    Dr. Yingchun Zhou is currently Professor of statistics in the School of Statistics at East China Normal University. She got her Ph.D. in statistics from Boston University in 2007. She is interested in functional data analysis, causal inference and various topics in biostatistics. 

    Other Appointments

    Research Fields

    Functional data analysis; causal inference; biostatistics


    Enrollment and Training

    Course

    Undergraduate level: Experimental Design, Multivariate Analysis, Applied Statistical Methods

    Graduate level: Survival Analysis


    Scientific

    1. NSFC project, 11771146, Research on some problems of functional data analysis, 2018/01-2021/12, PI. 

    2. Shanghai Natural Science Foundation project, 14ZR1412900, Research on statistical analysis method and application of functional data, 2014/07-2017/06, PI.

    3. NSFC project, 11001084, Functional data analysis method for high dimensional data, 2011/01-2013/12, PI.

    4. Shanghai Pujiang Talent Plan, 10PJ1403500, 2010/07/01-2012/06/30, PI.

    5. The Ministry of Education's Research Start-up Fund for returned overseas students.

    6. Key project of NSFC, 11831008, Fusion, feature extraction and analysis method of multi-source heterogeneous data, from 2019/01-2023/12, participated.

    7. Key project of NSFC, 81530086, Establishment of asthma risk assessment and prediction model based on large-scale prospective cohort complex longitudinal data, 2016/01-2019/12, participated.

    8. Project of Beijing Anzhen Hospital Affiliated to Capital Medical University: Statistical analysis of evaluation of atrial fibrosis and selection of quality strategies for atrial fibrillation, 2017, PI.

    9. Project of Beijing Anzhen Hospital Affiliated to Capital Medical University: Statistical analysis of influencing factors and treatment effect of atrial fibrillation, 2017, PI.

    10. Project of Shanghai Children's Medical Center affiliated to Medical College of Shanghai Jiaotong University: Studies on the effects of sleep on children's growth and development, 2016, PI.


    Academic Achievements

    1. Zhu, Haiyan, Lu, Danni, Ware Branch D., Troendle, James, Tang, Yincai, Bernitz, Stine, Zamora, Javior, Betran Ana Pilar, Zhou, Yingchun, Zhang, Jun, Oxytocin is not associated with postpartum hemorrhage in labor augmentation in a retrospective cohort study in USA. American Journal of Obstetrics and Gynecology. 2023, Aug 3: https://doi.org/10.1016/j.ajog.2023.07.054.

    2. Chen, Juan, Zhou, Yingchun, A new covariate selection strategy for high-dimensional data in causal effect estimation with multivariate treatments. Jounal of Multivariate Analysis. 2023, Jun 15; https://doi.org/10.1016/j.jmva.2023.105207. 

    3. Chen, Juan, Zhou, Yingchun, Causal effect estimation for multivariate continuous treatments. Biometrical Journal. 2023 Apr 10; https://doi.org/10.1002/bimj.202200122.

    4. Atomsa, Gemechu Abdisa, Zhou, Yingchun, Application of Neural Network to model rainfall pattern of Ethiopia. Statistical Theory and Related Fields. 2022 Oct 31; https://doi.org/10.1080/24754269.2022.2136266.

    5. Zhang, Jing, Zhang, Guosen, Du, Yanan, Zhang, Anyu, Chang, Yan, Zhou, Yingchun, Zhu, Zhuoyi, From the water sources of the Tibetan Plateau to the ocean: State of nutrients in the Changjiang linked to land use changes and climate variability. SCIENCE CHINA Earth Sciences. 2022 Oct 19; https://doi.org/10.1007/s11430-021-9969-0.

    6. Nshimiyimana, Yassin, Zhou, Yingchun. Analysis of risk factors associated with acute respiratory infections among under-five children in Uganda. BMC Public Health. 2022 Jun 17; 22(1): 1209. doi: 10.1186/s12889-022-13532-y. 

    7. Hua, Jing, Williams, GJ, Barnett AL, Zhang, Jiajia, Jin, Hua, Xu, Manyun, Chen, Juan, Zhou, Yingchun, Gu, Guixiong, Du, Wenchong. Association of the onset of self-feeding with subsequent suspected developmental coordination disorder: a prospective cohort study in China. Frontiers in Psychiatry. 2022 May 5; https://doi.org/10.3389/fpsyt.2022.818771. 

    8. Hua, Jing, Barnett, AL, Williams, GJ, Dai, Xiaotian, Sun, Yuanjie, Li, Haifeng, Chen, Guixia, Wang, Lei, Feng, Junyan, Liu, Yingchun, Zhang, Lan, Zhu, Lin, Weng, Tingting, Guan, Hongyan, Gu, Yue, Zhou, Yingchun, Butcher, A, Du, Wenchong. Association of gestational age at birth with subsequent suspected developmental coordination disorder in early childhood in China. JAMA Network Open. 2021 Dec 1; 4(12):e2137581. doi:10.1001/jamanetworkopen.2021.37581. PMID: 34905005.

    9. Hua, Jing, Shen, Jiajing, Zhang, Jiajia, Zhou, Yingchun, Du, Wenchong, Williams, GJ. The association between COVID-19 pandemic and maternal isolated hypothyroxinemia in first and second trimesters. Psychoneuroendocrinology. 2021 Jun; 128:105210. doi: 10.1016/j.psyneuen.2021.105210.

    10. Lin, Qingmin, Jiang, Yanrui, Wang, Guanghai, Sun, Wanqi, Dong, Shumei, Deng, Yujiao, Meng, Min, Zhu, Qi, Mei, Hao, Zhou, Yingchun, Zhang, Jun, Clayton, Peter E., Spruyt, Karen, Jiang, Fan, Combined effects of weight change trajectories and eating behaviors on childhood adiposity status: A birth cohort study, Appetite, 162, 105174, https://doi.org/10.1016/j.appet.2021.105174.

    11. Zhu, Zhuoyi, Zhou, Yingchun, Ma, Wenchao, Wu, Ying, Li, Ming, Liu, Sumei, Xu, Xuewei, Zhou, Meng, Characterization of Marine-surface dissolved organic matter via amino acid enantiomers and its implications based on diel and seasonal observations, Water, 2021, 13, 685, https://doi.org/10.3390/w13050685.

    12. Zhang, Jing, Du, Yanan, Zhang, Guosen, Chang, Yan, Zhou, Yingchun, Zhang, Zaifeng, Wu, Ying, Chen, Jiawei, Zhang, Anyu, Zhu, Zhuoyi, Liu, Sumei, Increases in the seaward river flux of nutrients driven by human migration and land-use changes in the tide-influenced delta, Science of The Total Environment, 2021(761): 144501.

    13. Yan, Xingyu, Zhou, Yingchun, Pu, Xiaolong, Zhao, Peng, Functional multiple outcome model in application to multivariate growth curves of infant data. Journal of Systems Science and Complexity, 2021, 34, 1555-1577.

    14. Cao, Zhijuan, Zhao, Yan, Wang, Shumei, Zhang, Donglan, Zhou, Yingchun, Liu, Wenna, Yang, Yingying, Hua, Jing, Prenatal exposure to fine particulate matter and fetal growth: a cohort study from a velocity perspective. Chemosphere, 2021(262): 128404.

    15. Yan, Xingyu, Pu, xiaolong, Xun, Xiaolei, Zhou, Yingchun, A New Functional Estimation Procedure for Varying Coefficient Models. Communications in Statistics-Theory and Methods, 2021, 50(5): 1117-1133.

    16. Wang, Ting, Zhou, Yingchun, Forecasting the Yellow River runoff based on functional data analysis methods. Environmental and Ecological Statistics, 2021, 28(1): 1-20. 

    17. Su, Zheren, Wang, Yaping, Zhou, Yingchun, On maximin distance and nearly orthogonal Latin hypercube designs. Statistics and Probability Letters, 2020 (166): 108878.

    18. Yan, Xingyu, Pu, Xiaolong, Zhou, Yingchun, Xun, Xiaolei, Convergence Rate of Principal Component Analysis with Local Linear Smoother for Functional Data Under a Unified Weighing Scheme. Statistical Theory and Related Fields, 2020, 4(1): 55-65.

    19. Liang, Haifeng, Du, Xin, Zhou, Yingchun, Yang, Xiaoyi, Xia, Shijun, Dong, Jianzeng, Lip, Gregory YH, Ma, Changsheng, Control of Anticoagulation Therapy in Patients with Atrial Fibrillation Treated with Warfarin: A study from the Chinese Atrial Fibrillation Registry, Medical Science Monitor, 2019, 25: 4691-4698.

    20. Jiang,Chao, Lan Dihui, Du, Xin, Geng, Yanping, Chang, Sanshuai, Zheng, Danni, Chen, Jinbo, Yu, Ronghui, Sang, Caihua, Long, Deyong, Tang, Ribo, Zhou, Yingchun, Min, Yan, Lu, Yuan, Dong, Jianzeng, Lip, Gregory, Ma, Changsheng, Prevalence of modifiable risk factors and relation to stroke and death in patients with atrial fibrillation:Areport from the China atrial fibrillation registry study. Journal of Cardiovascular Electrophysiology, 2019: 1–8.

    21. Jia, Zhaoxu, Du, Xin, Lu, Shangxin, Yang, Xiaoyi, Chang, Sanshuai, Liu，Jiapeng, Li, Jingye, Zhou, Yingchun, Macle, Laurent, Dong, Jianzen, Ma, Changsheng, Effect of mental health status on arrhythmia recurrence after catheter ablation of atrial fibrillation. Canadian Journal of Cardiology, 2019, 35(7): 831-839.

    22. Gong, Hangjun, Xun, Xiaolei, Zhou, Yingchun, Longitudinal and functional data clustering in application to profile data in clinical trials. Journal of Biopharmaceutical Statistics, 2019, 29(3): 541-557.

    23. Gao, Ying, Chang, Sanshuai, Du, Xin, Dong, Jianzeng, Xu, Xiaoli, Zhou, Yingchun, Lip, Gregory, Y. H., Ma, Changsheng, Association between Digoxin use and adverse outcomes among patients in the Chinese Atrial Fibrillation Registry. American Journal of Cardiovascular Drugs, 2019, 19(6): 579-587.

    24. Zhou, Yingchun, Huang, Rong, Yu, Shanshan, Ma, Yanyuan, Optimal quantile level selection for disease classification and biomarker discovery with application to ECG data. Statistical Methods in Medical Research, 2018, 27(11): 3340-3349.

    25. Chen, Ji, Ohlssen, David, Zhou, Yingchun, Functional mixed effects model for the analysis of dose-titration studies. Statistics in Biopharmaceutical Research, 2018(3): 1-24.

    26. Lin, Zhuhua, Zhou, Yingchun, Ranking of functional data in application to worldwide PM10 data analysis. Environmental and Ecological Statistics, 2017, 505: 1-16.

    27. Zhou, Yingchun, Zhu, Liping, Sedransk, Nell, Local functional data model for characterizing shape variation of similar curves. Communications in Statistics-Simulation and Computation, 2017, 46(6): 4745-4759.

    28. Zhou, Yingchun, Zheng, xianlin, Local nonlinear parametric model for characterizing shape of functional Data. Chinese Journal of Applied Probability and Statistics, 2017, 33(1): 67-90.

    29. Du, Qiong, Zhou, Yingchun, Placebo-controlled assessment of somnolence effect of Cetirizine: a meta-analysis. International Forum of Allergy and Rhinology, 2016, 6(8): 871-879. 

    30. Wang, Yuqiong, Xu, Yan, Zhou, Yingchun, Multiple source annotation of ECG T-Waves for measuring QT in drug development. Statistics in Biopharmaceutical Research, 2015, 7(3): 191-198.

    31. Huang, Rong, Zhou, Yingchun, Disease classification and biomarker discovery using ECG data. BioMed Research International, 2015, Article ID 680381, http://dx.doi.org/10.1155/2015/680381.

    32. Zhou, Yingchun, Sedransk, Nell, A new functional data based biomarker for monitoring cardiovascular behavior. Statistics in Medicine, 2013, 32(1): 153-164.

    33. Li, Fei, Zhou, Yingchun, Li, S., Jiang, F., Jin X., Yan, C., Tian, Y., Zhang, Y., Zhang, J., Sheng, X., Shen, X, Environmental risk factor assessment: a multilevel analysis of childhood asthma in China. World Journal of Pediatrics, 2012, 9(2): 120-126.

    34. Li, Fei, Zhou, Yingchun, Li, S., Jiang, F., Jin X., Yan, C., Tian, Y., Zhang, Y., Tong, S., Shen, X. , Prevalence and risk factors of childhood allergic diseases in eight metropolitan cities in China: a multicenter study. BMC Public Health, 2011, 11:437.

    35. Zhou, Yingchun, Sedransk, Nell, Marking the Ends of T-waves: Algorithms and Experts. Statistics in Biopharmaceutical Research, 2010, 2(3): 359-366.

    36. Li, Fei, Zhou, Yingchun, Jin, Z.J., Shi, R., Jin, X.M., Randomized controlled trial of intervention effects on 1-6 year old children with dietary behavior problems from 3 urban districts of Shanghai. Chinese Journal of Evidence-based Pediatrics, 2010, 5(5): 326-334.

    37. Zhou,Yingchun, Sedransk, Nell, Functional data analytic approach of modeling ECG T-wave shape to measure cardiovascular behavior. The Annals of Applied Statistics, 2009, 3(4): 1382-1402.

    38. Cosgrove, E.J., Zhou, Y., Gardner,T.S., Kolaczyk, E.D. Predicting gene targets of perturbations via network-based filtering of mRNA expression compendia. Bioinformatics, 2008, 24(21): 2482-2490.

    39. Zhou, Y., Taqqu, M.S. Applying bucket randompermutations to stationary sequences with long-range dependence. Fractals, 2007, 15(2): 105-126.

    40. Zhou, Y., Taqqu, M.S. How random permutations affectthe dependence structure of stationary sequences with long-range dependence. Fractals, 2006, 14(3): 205-222. 


    Honor

    1. The third prize of the third course design Competition of East China Normal University, 2020.

    2. The first prize of the second course design Competition of East China Normal University, 2020.

    3. Baosteel Education Fund excellent teacher award, 2019.

    4. The first prize of the third National Applied statistics graduate education and teaching achievement award, 2018.

    5. The first prize of undergraduate teaching achievement award of East China Normal University, 2018.

    6. March 8 red flag bearer of East China Normal University, 2017.

    7. The first prize of Shanghai municipal teaching achievement award, 2017.

    8. The third prize of the second national applied statistics graduate education and teaching achievement award, 2016.

    9. The first prize of undergraduate teaching achievement award of East China Normal University, 2014.

    10. Third best presentation at Joint Statistical Meetings Pharmaceutical Section 2008.