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Pengmengjiao

  • About

    • Department: 经济与管理学部
    • Gender: female
    • Post: Assistant Professor
    • Graduate School: Nanyang Technological University, Singapore
    • Degree: Doctor of Philosophy
    • Academic Credentials:
    • Tel:
    • Email: mjpeng@fem.ecnu.edu.cn
    • Office:
    • Address: Science Building A1507， 3663 Zhongshan North Road
    • PostCode: 200062
    • Fax:

    WorkExperience

    Sep. 2020–Present   Assistant Professor at East China Normal University

    June 2019–May 2020  Lecturer at Purdue University

    Education

    Aug 2014 – Mar 2019 PhD in Statistics in Nanyang Technological University, Singapore

    Aug 2012 – Jul 2014   M.Phil in Statistics in Zhejiang University, China
    Aug 2008 – Jul 2012   BSc in Mathematics in Hunan University, China

    Resume

    Hello, this is Mengjiao Peng, an assistant professor in Academy of Statistics and Interdisciplinary Sciences. I got my phd degree in Statistics at Nanyang Technological University Singapore in 2019 and joined East China Normal University in 2020. My research interests lie primarily in the area of survival analysis, precision medicine, causal inference and statistical machine learning.

    Other Appointments

    Computational Statistics and Data Analysis reviewer

    Journal of Statistical Planning and Inference reviewer

    Statistics and Probability Letters reviewer

    Lifetime Data analysis reviewer



    Research Fields

    Survival Analysis, Precision Medicine, Causal Inference, Statistical Machine Learning

    Enrollment and Training

    Course

    Multivariate Analysis 

    Data and Analysis Software

    Statistical Methods 

    Probability 

    Applied Regression Analysis




    Scientific

    (1)  国家自然科学基金委员会，青年科学基金项目，12301337，半监督下最优个性化治疗方案的统计推断，2024-01 至 2026-12，主持

     

    (2)  国家自然科学基金委员会，重点项目，72331005，大数据背景下不完全数据的统计分析方法、理论和应用，2024-01 至 2028-12，参与

      

    (3)  科技部, 国家重点研发计划数学和应用研究专项, 2021YFA1000100, 油气管网安全运维的大数据理论、算法及应用, 2021-12 至 2026-11, 参与


    (4)  国家自然科学基金委员会, 重大研究计划培育项目, 92046005, 面向大数据的统计分布式计算及隐私保护的理论与方法, 2021-01-01 至 2021-12-31, 已结题, 参与





    Academic Achievements

    [6] Mengjiao Peng, Liming Xiang*.  Disease progression based feature screening for ultrahigh-dimensional survival-associated biomarkers. Statistics in Medicine, 42(13): 2082-2100, 2023

    [5] Mengjiao Peng, Liming Xiang*. Correlation-based Joint Feature Screening for Semi-competing Risks Outcomes with Application to Breast Cancer Data. Statistical Methods in Medical Research, 30(11):2428-2446, 2021

    [4] Yiqi Gu, Xi Yang, Mengjiao Peng, Guang Lin. Robust weighted SVD-type latent factor models for rating prediction. Expert Systems with Applications, 141, 2020.

    [3] Il Do Ha, Liming Xiang, Mengjiao Peng, Jong-Hyeon Jeong and Youngjo Lee. Frailty modelling approaches for semi-competing risks data. Lifetime Data Analysis, 1-25, 2019.

    [2] Mengjiao Peng and Liming Xiang. Joint regression analysis for survival data in the presence of two sets of semi-competing risks. Biometrical Journal, 61, 1402 -1416, 2019.

    [1] Mengjiao Peng, Liming Xiang and Shanshan Wang. Semiparametric regression analysis of clustered survival data with semi-competing risks. Computational Statistics and Data Analysis, 124, 53-70, 2018.


    Honor

    The Best PhD Thesis in Mathematical Sciences by the Singapore Mathematical Society 2019

    Outstanding Graduate Student, Zhejiang University 2013