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  • Resume
  • Research Fields
  • Enrollment and Training
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  • Academic Achievements
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Ziqi Chen

  • About

    • Department: Faculty of Economics and Management
    • Gender: male
    • Post:
    • Graduate School: North East Normal University
    • Degree: PhD
    • Academic Credentials:
    • Tel:
    • Email: zqchen@fem.ecnu.edu.cn
    • Office: Science Building A1508a, East China Normal University
    • Address:
    • PostCode: 200062
    • Fax:

    WorkExperience

    Education

    • Excellent Doctorial Dissertation of Jilin Province (2014)

    Resume

    I joined School of Statistics in East China Normal University in 2020. I am interested in high-dimensional data analysis, profile likelihood, functional (longitudinal) data analysis, survival analysis and machine learning. 

    Other Appointments

    Research Fields

    High-Dimensional Data Analysis, Functional Data Analysis, Profile Likelihood, Survival Analysis, Machine Learning


    Enrollment and Training

    Course

    Biostatistics


    Scientific

    2019.01--2022.12, NSFC grant (11871477), Research on Several New Statistical Inference Methods Based on Profile Likelihood.


    Academic Achievements

    Selected Publications


    [1] Chen, Ziqi, Ning, Jing, Shen, Yu, Qin, Jing. Combining Primary cohort data with external aggregate information without assuming comparability. Biometrics. (Accept) (SCI)

    [2] Chen, Ziqi, Hu, Jianhua, Zhu, Hongtu. Surface Functional Models. Journal of Multivariate Analysis. (Accept) (SCI)

    [3] Jiang, Binyan, Chen, Ziqi, Leng, Chenlei. Dynamic Linear Discriminant Analysis for  High-dimensional Data. Bernoulli. 26, 1234-1268. 2020. (SCI)

    [4] Chen, Ziqi, Gao, Qibing, Fu, Bo, Zhu, Hongtu. Monotone Nonparametric Regression for Functional/Longitudinal Data. Statistica Sinica. 29, 2229-2249. 2019. (SCI)

    [5] Chen, Ziqi, Tang, Man-Lai, Gao, Wei, A profile likelihood approach for longitudinal data analysis, Biometrics, 74, 220–228，2018 (SCI)

    [6] Chen, Ziqi, Leng, Chenlei, Dynamic covariance models. Journal of the American Statistical Association, 111, 1196-1207, 2016. (SCI)

    [7] Chen, Ziqi, Leng, Chenlei, Local linear estimation of covariance matrices via Cholesky decomposition, Statistica Sinica, 25, 1249-1263, 2015. (SCI)

    [8] Chen, Ziqi, Tang, Man-Lai, Gao, Wei, Shi, Ning-Zhong, New robust variable selection methods for linear regression models, Scandinavian Journal of Statistics, 41(3),  725-741, 2014. (SCI)

    [9] Chen, Ziqi, Shi, Ning-Zhong, Gao, Wei, Tang, Man-Lai, Efficient semiparametric mean-association estimation for longitudinal binary responses, Statistics in Medicine, 31(13), 1323- 1341, 2012. (SCI)

    [10] Chen, Ziqi, Shi, Ning-Zhong, Gao, Wei, Tang, Man-Lai, Efficient semiparametric estimation via Cholesky decomposition for longitudinal data, Computational Statistics and Data Analysis, 55(12), 3344-3354, 2011. (SCI)


    Honor


    1.Excellent Doctorial Dissertation of Jilin Province (2014)