• Zheng Ming

    Professor/Associate Dean

    Statistics and Data Science

    Add: Guoshun Road Li Dasan Building 10F, Lidasan Building

    Tel: 25011005(TEL)

    E-mail: mingzheng@fudan.edu.cn

    Research Field: Survival analysis, Semi-parametric Analysis

    Website:

    Teacher information
    Achievements in scientific research
    Academic activities and community service

    Academic Posts

    2024.09—,副理事长,上海市管理科学学会第十一届理事会

    2018.10—,Member,Education Steering Committee of Statistics, Ministry of Education of the People’s Republic of China

    2018.10—,Member,The 2nd Editorial Committee of Series of Modem Statistics Textbooks

    2018.09—,Commission Member,The 10th Commission of Shanghai Association for Science & Technology

    2018.01—,Council Member,The 10th Council of China Statistical Society

    2018.01—,Professional Committee Member,The 7th National Statistical Textbook Review Committee

    2018.01—,Vice President,Shanghai Statistical Society

    2018.01—,Vice President,Shanghai Society of the Quality and Applied Statistics

    2016.08—,Committee Member,Shanghai Senior Professional and Technical Positions Qualifications Evaluation Committee for Statistics

    2016.06—,Committee Member,National MAS Education Steering Committee

    2014.08—,Vice President,Higher Education Branch of Statistical Education Society of China

    2011.11—,Commission Member,The 9th Commission of Shanghai Association for Science & Technology

    2009.05—,Vice President,The Third Council of the Shanghai Quality Techology & Applied Statistics Society

    2007.08—,Member of Editorial Board,Applied Probability and Statistics

    2007.01—,Member of Editorial Board,Mathematical Statistics and Management

    2006.11—,Committee Member,The Eighth Commission of Shanghai Association for Science and Technology

    2005.12—,Member,Statistics Education Sub-Commission, Mathematics and Statistics Education Directing Commission, China Ministry of Education

    2005.10—,Member,National Editing and Reviewing Commission of Statistics Textbooks

    2004.12—,Member, Expert,Approval Commission of Advanced Professional Occupations in Statistics, Shanghai City


    Journal Papers


    1.Shiqi Liu, Zilong Xie, Ming Zheng, and Wen Yu2025An optimal subsampling design for large-scale Cox model with censored dataJournal of Applied Statistics 52(7) 1315–1341.  



    2.Zhuojun Quan, Ming Zheng, and Wen Yu2023Semi-supervised inference for case-control binary data under possibly mis-specified logistic modelsChinese Journal of Applied Probability and Statistics 39(5) 730-746.  



    3.Zhiliang Ying, Wen Yu, Ziqiang Zhao, and Ming Zheng2020Regression analysis of doubly truncated dataJournal of the American Statistical Association 115(530) 810-821.  



    4.Chanjuan Lin, Ming Zheng, Wen Yu, and Mingzhe Wu2019Robust inference for the proportional hazards model with two-phase cohort sampling dataStatistics & Probability Letters 153 98–103.  



    5.Yilin Li, Ming Zheng, and Wen Yu2019A semiparametric type II Tobit model for time-to-event data with application to a merger and acquisition studyJournal of Applied Statistics 46(7) 1228-1245.  



    6.Mingzhe Wu, Ming Zheng, Wen Yu, and Ruofan Wu2018Estimation and variable selection for semiparametric transformation models under a more efficient cohort sampling designTest 27(3) 570–596.  



    7.Xiang Gao and Ming Zheng2017Estimating the causal effects in randomized trials for survival data with a cure fraction and non complianceCommunications in Statistics - Theory and Methods 46(8) 4065-4087.  



    8.Yi Sun, Wen Yu, and Ming Zheng2016Case-cohort analysis with general additive-multiplicative hazard modelsActa Mathematicae Applicatae Sinica (English Series) 32(4) 851-866.  



    9.Ruofan Wu, Ming Zheng, and Wen Yu2016Subgroup analysis with time-to-event data under a Logistic-Cox mixture modelScandinavian Journal of Statistics 43(3) 863-878.  



    10.Ming Zheng, Renxin Lin, and Wen Yu2016Competing risks data analysis under the accelerated failure time model with missing cause of failureAnnals of the Institute of Statistical Mathematics 68(4) 855-876.  



    11.Ziqiang Zhao, Ming Zheng, and Zhezhen Jin2016Estimating the survival function based on the semi-Markov model for dependent censoringLifetime Data Analysis 22(2) 161-190.  



    12.Xiang Gao and Ming Zheng2016Causal inference for recurrent events data with all-or-none complianceCommunications in Statistics - Theory and Methods 45(24) 7306-7325.  



    13.Ming Zheng and Wen Yu2015Linear regression analysis with inequality constraints on the regression parameters via empirical likelihoodJournal of Statistical Computation and Simulation 85(9) 1782–1792.  



    14.Jingle Wang and Ming Zheng2014Nonparametric regression estimation with missing censoring indicatorsChinese Journal of Applied Probability and Statistics 30(5) 476-490.  



    15.Jingle Wang, Ming Zheng, and Wen Yu2014Wavelet analysis of change points in nonparametric hazard rate models under random censorshipCommunications in Statistics—Theory and Methods 43(9) 1956-1978.  



    16.Ming Zheng, Yunting Sun, and Wen Yu2013Empirical likelihood based synthetic data method for censored regression analysisCommunications in Statistics-Theory and Methods 42(24) 4365-4383.  



    17.Ming Zheng, Ziqiang Zhao, and Wen Yu2013Quantile regression analysis of case-cohort dataJournal of Multivariate Analysis 122 20-34.  



    18.Zheng, Ming and Wen Yu2013Empirical likelihood method for multivariate Cox regressionComputational Statistics 28(3) 1241-1267.  



    19.Wang, Jingle and Ming Zheng2012Detection of change points in volatility of non-parametric regression by waveletsChinese Journal of Applied Probability and Statistics 28(4) 413-438.  



    20.Zheng, Ming, Yi Sun, and Wen Yu2012Case-cohort analysis for multiple events time data under general additive-multiplicative hazard modelsJournal of Fudan University (Natural Science) 51(4) 421-431.  



    21.Jingle Wang and Ming Zheng2012Wavelet detection of change points in hazard rate models with censored dependent dataJournal of Nonparametric Statistics 24(3) 765-781.  



    22.Zheng, Ming, Ziqiang Zhao, and Wen Yu2012Empirical likelihood methods based on influence functionsStatistics and Its Interface 5(3) 355-366.  



    23.Ming Zheng, Ren-xin Lin, Yi Sun, and Wen Yu2012Nested case-control analysis with general additive-multiplicative hazard modelsApplied Mathematics-A Journal of Chinese Universities Series B 27(2) 159-168.  



    24.Ming Zheng and Wen Yu2011An empirical likelihood approach to data analysis under two-stage sampling designsStatistics & Probability Letters 81(8) 947-956.  



    25.Wen Yu, Yunting Sun, and Ming Zheng2011Empirical likelihood method for linear transformation modelsAnnals of the Institute of Statistical Mathematics 63(2) 331-346.  



    26.He, Qixiang and Ming Zheng2011Estimation of parameters of linear regression model under contaminated and interval censored response variableChinese Journal of Applied Probability and Statistics 27(1) 14-20.  



    27.Zheng, Ming and Wen Yu2011Empirical likelihood method for the multivariate accelerated failure time modelsJournal of Statistical Planning and Inference 141(2) 972-983.  



    28.Ming Zheng, Wen Yu2010Median Regression for Left and Right Censored DataChinese Journal of Applied Probability and Statistics vol.26(2) 123-137.  



    29.Wen Yu,Yunting Sun,Ming Zheng2009Empirical Likelihood Method for Censored Median Regression ModelsCommunications in Statistics-Theory and Methods Vol.38(8) 1170-1183.  



    30.ZHENG Ming, LI Sihua2005Empirical Likelihood in Partial Linear Error-in-covariable Model with Censored Data, Communications in StatisticsCommunications in Statistics 34(2) 389-404.  



    31.Ming Zheng, Chanjun Lin, and Wen Yu2022Variable selection in doubly truncated regression modelsScience China Mathematics 52(12) 1433-1448(in Chinese) 



    32.Wen Yu, Ming Zheng2010Empirical Likelihood Method for Mean Inference with Missing DataChinese Annals of Mathematics vol.31A(1) 71-80(in Chinese) 



    33.Qixiang He,Han Zhang,Ming Zheng2009Research of the Risk of the Portifolio Cluding Index Future--the Application of Copula Method to the Financial Risk ManagementApplication of Statistics and Management Vol.28(1) 159-166(in Chinese) 



    34.Ming Zheng,Yang Xiang2009Estimating Regression Coefficients in Linear Models based on Grouped DataApplied Mathematics a Journal of Chinese Universities Vol.24(2) 183-193(in Chinese) 



    35.ZHENG Ming, DU Wei2008Empirical Likelihood-based Inference with Missing and Censored DataChinese Journal of Applied Probability and Statistics 24(4) 361-370(in Chinese) 



    36.ZHENG Ming, DU Wei2007Applications of Proportional Odds model to Multivariate Interval-Censored DataMATHEMATICA APPLICATA 20(4) 726-732(in Chinese) 



    37.ZHAO Ziqiang, ZHENG Ming2007Selection of Cross factors in Logistic Regression ModelChinese Journal of Health Statistics 24(2) 114-116(in Chinese) 



    38.ZHENG Ming, XIANG Yang2006Estimating Regression Coefficients in Linear Models Based on Grouped DataMATHEMATICA APPLICATA 19(2) 296-303(in Chinese) 



    39.ZHENG Ming, ZHANG Han, YANG Yi2005Estimating Parameters in Some Distributions from Grouped DataJournal of Fudan University, Natural Science vol.44(3) 466-470(in Chinese) 



    40.HE Qixiang, ZHENG Ming2005Empirical Likelihood -Based Inference in Linear Models with Interval Censored DataApplied Math. J. Chinese Univ. Seri. B vol.20(3) 338-346(in Chinese) 



    41.ZHENG Ming, LI Sihua, YANG Yi2004Empirical Likelihood of Functional Survival functions under Right Censored DataApplied Math. J. Chinese Univ. Seri. A vol.19(3) 315-322(in Chinese) 



    42.ZHENG Ming, YANG Yi2004Estimating Parameters in Lognormal Distribution from Grouped DataSystems Engineer-Theory Methodology Applications vol.13(6) 553-556(in Chinese) 



    43.ZHENG Ming, LI Sihua2004Empirical Likelihood-based Inference in Linear Models with Censored DataMathematica Applicata vol.17(4) 524-529(in Chinese) 



    44.ZHANG Lei, LI Sihua, ZHENG Ming2004Statistical analysis of salary's affecting factorsJournal of Fudan University, Natural Science vol.43(3) 450-452(in Chinese) 



    45.ZHENG Ming, HE Qixiang2004The Estimate of Survival Function and Its Asymptotic Properties for Continuous Processes under Censored DataChinese Journal of Applied Probability and Statistics vol.20(1) 77-82(in Chinese) 



    46.LI Sihua, ZHENG Ming2004Mobile Customers' Analysis Based on Data MiningJournal of Fudan University, Natural Science  87-89(in Chinese) 



    47.ZHENG Ming, WANG Fang, HUANG Zhibin, SHEN Yi2001Statistical Analysis of High Frequency Financial DataApplication of Statistics and Management vol.20 382-385(in Chinese) 



    48.ZHENG Ming, HUANG Zhibin2001Weighted Logarithmic Least Squares in Group Decision-makingJournal of Fudan University, Natural Science vol.40(2) 69-73(in Chinese) 



    49.ZHENG Ming, WANG Fang , HUANG ZhiBin2001A New Approach of Properties in Group DecisionJournal of Industrial Engineering and Engineering Management  . (in Chinese) 



    50.ZHENG Ming, SHEN Yi, HUANG ZhiBin2001Further Discussion on C.RSystems Engineer-Theory Methodology Applications vol.10(1) 75-78(in Chinese) 



    51.ZHENG Ming2000An Approach of Rank Order in an Uncertain EnvironmentJournal of Fudan University, Natural Science vol.39(4) 74-77(in Chinese) 



    52.ZHENG Ming, HUANG Zhibin2000ZHENG MingOR Transaction vol.4(1) 69-73(in Chinese) 



    53.ZHENG Ming1999Distribution and Convergence of an Estimator of Weight Vector in an Uncertain EnvironmentSystems Engineer-Theory Methodology Applications vol.8(4) 64-68(in Chinese) 



    54.ZHENG Ming, SHEN Yi, WANG Fang1999Statistical analysis of the average housework time in ShanghaiChinese Journal of Applied Probability and Statistics  334-335(in Chinese) 



    55.ZHENG Ming1998The Chung Law of the Iterated Logarithm for Locally Square Integrable MartingalesChinese Journal of Applied Probability and Statistics 14(3) 250-257(in Chinese) 



    56.ZHENG Ming, SHEN Yi, WANG Fang, He Qixiang1998Research on the Linkage Between Education Input and Economics DevelopmentStatistical Research vol.5 21-23(in Chinese) 



    57.ZHENG Ming1997The Convergence Rates of the Least-Squares Estimates of the Parameters of General Autoregressive ProcessesChinese Annals of Mathematics, Ser.A vol.18(4) 467-476(in Chinese) 



    58.HE Qixiang, ZHENG Ming1997A Case Study on the Contributing Factors of Inflation in ChinaStatistical Research vol.(5) . (in Chinese) 



    59.ZHENG Ming, DU Haitao, TONG Jingyu1996Forecasting of the need of cars in ShanghaiForecast vol.15(7) 3-4(in Chinese) 



    60.ZHENG Ming1995The LIL of the MLE of the Non-homogenous Poisson ProcessesChinese Journal of Applied Probability and Statistics 11(1) 70-76(in Chinese) 


    Conference Proceedings


    1.Ruofan Wu, Jiawei Qiao, Mingzhe Wu, Wen Yu, Ming Zheng, Tengfei Liu, Tianyi Zhang, and Weiqiang Wang2023Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressionsAdvances in Neural Information Processing Systems 36 (NeurIPS 2023) 36 5569-5597.  


    Translated Works

    ZHENG Ming, XU Qinfeng, HU JinjinRegression Analysis by Examples (Third edition),Beijing,China Statistics Press,2004.12 (in Chinese)

    Teaching Materials, etc.

    ZHENG Ming, CHEN Ziyi, WANG Jiagang2007Mathematical statistics lecturesFudan University PressShanghai(in Chinese)

    Research Projects

    2023.01—2026.12Principal InvestigatorSemi-supervised Inference under Biased Sampling in Generalized Linear ModelNational Natural Science Foundation of China

    2018.01—2021.12Principal InvestigatorSubgroup Analysis for Survival Data under Semiparametric Mixture ModelsNational Natural Science Foundation of China

    2017.12—2018.01Principal InvestigatorResearch on the Sampling Methods of the Basic Assets in the Consumer Finance SecuritizationTebon Securities Co.,Ltd.

    2013.01—2016.12Principal InvestigatorSemi-Parametric Causal Inference for Survival Data with All-or-none ComplianceNational Natural Science Foundation of China

    2010.01—2012.12Principal InvestigatorInfluence Function Based Empirical Likelihood Methods in Semi-parametric ModelsNational Natural Science Foundation of China


    Academic Posts

    2024.09—,副理事长,上海市管理科学学会第十一届理事会

    2018.10—,Member,Education Steering Committee of Statistics, Ministry of Education of the People’s Republic of China

    2018.10—,Member,The 2nd Editorial Committee of Series of Modem Statistics Textbooks

    2018.09—,Commission Member,The 10th Commission of Shanghai Association for Science & Technology

    2018.01—,Council Member,The 10th Council of China Statistical Society

    2018.01—,Professional Committee Member,The 7th National Statistical Textbook Review Committee

    2018.01—,Vice President,Shanghai Statistical Society

    2018.01—,Vice President,Shanghai Society of the Quality and Applied Statistics

    2016.08—,Committee Member,Shanghai Senior Professional and Technical Positions Qualifications Evaluation Committee for Statistics

    2016.06—,Committee Member,National MAS Education Steering Committee

    2014.08—,Vice President,Higher Education Branch of Statistical Education Society of China

    2011.11—,Commission Member,The 9th Commission of Shanghai Association for Science & Technology

    2009.05—,Vice President,The Third Council of the Shanghai Quality Techology & Applied Statistics Society

    2007.08—,Member of Editorial Board,Applied Probability and Statistics

    2007.01—,Member of Editorial Board,Mathematical Statistics and Management

    2006.11—,Committee Member,The Eighth Commission of Shanghai Association for Science and Technology

    2005.12—,Member,Statistics Education Sub-Commission, Mathematics and Statistics Education Directing Commission, China Ministry of Education

    2005.10—,Member,National Editing and Reviewing Commission of Statistics Textbooks

    2004.12—,Member, Expert,Approval Commission of Advanced Professional Occupations in Statistics, Shanghai City