Name: Ma Junling
Title: Associate Researcher
Research Areas: Research on Economic Measurement of Big Data, Research on Statistical Indices of Big Data, Empirical Methods and Application Analysis in Economic Statistics, Research and Application of Semiparametric and Nonparametric Methods, Modeling of Complex Data
Courses taught: Doctoral and master's courses include Economic Index Theory and Application Research, Big Data Economic Index Theory and Application, Advanced Statistics; Undergraduate courses include Statistical Thinking (Advanced Seminar), Mathematical Statistics (Listed), Statistical Forecasting and Decision Making, Introduction to Statistics (Freshman Seminar), Econometrics, Econometric Case Analysis, Statistics (Listed), Eviews Data Analysis, etc.
E - mail: jlma329@mail.shufe.edu.cn; Phone: 65901074
Research Project
Serial Number | Project Name | Project Source | Start and End Time |
1 | Measurement of Regional Consumer Confidence Based on Multimodal Data and Empirical Applications | National Bureau of Statistics Major Statistical Projects | 2024-2025 |
2 | Case Study of Innovative Thinking in Statistics under the Background of High-Quality Development | Ministry of Education Humanities and Social Sciences Research Planning Fund Project | 2021-2024 |
3 | Non-parametric and Semi-parametric Quantile Regression Models and Their Applications | National Natural Science Foundation Project | 2013-2016 |
4 | Modeling Financial Risk Measurement and Risk Contagion under Complex Factors and Risk Management | National Natural Science Foundation Project | 2013-2016 |
5 | Research on the Compilation and Empirical Study of the Commodity Spot Price Index in China (Shanghai) | Shanghai Municipal Bureau Project | 2013-2014 |
6 | 2014 Thousand Villages Survey Preliminary Research | Shanghai University of Finance and Economics Project | 2013-2014 |
7 | Graduate Employment Index Research | Shanghai Municipal Education Commission Project | 2013 |
8 | "Immuneprofilingofmulti-parameterflowcytometryusing-computationalstatistics" | USANationalInstitutes-ofHealthProject(RC1) | 2011 |
9 | "StatisticalMethodsforCancerClinicalTrials" | USANationalInstitutes-ofHealthProject(P01) | 2010-2011 |
10 | "StatisticalinferenceofROCcurve" | USANationalCancerInstitute-Project(R03) | 2008-2010 |
11 | Research on Pricing Strategies and Optimization of Keyword Ad Placements | National Natural Science Foundation Project | 2010 |
12 | Research on the Quality Index System of Construction Industrial Materials | Shanghai Municipal Commission Project | 2007-2008 |
13 | Research on the Early Warning Mechanism of the Punishment and Prevention System of the Grassroots National Tax System | Wujiang City Project | 2006-2007 |
14 | Research on the Indicator System for Science and Education-Driven Development in Huangpu District | Shanghai Municipal Commission Project | 2007 |
15 | Pudong New Area Talent Demand Forecast Research | Shanghai Municipal Commission Project | 2006 |
16 | Research on the Internationalization Target Indicator System for Talent in Shanghai and Its Implementation Pathways | Shanghai Municipal Commission Project | 2006 |
17 | Comparison of the Role of State Financial Subsidies to Export Credit Agencies in the National Economy | National Ministry Project | 2005 |
18 | Research on Statistical Methods of Social Security Systems | Shanghai Municipal Commission Project | 2005 |
19 | Statistical Analysis of High-Frequency Data in the Securities Market | China Postdoctoral Science Foundation Project | 2004-2005 |
20 | Modeling Study of SARS Infectious Diseases | Xi'an Jiaotong University Project | 2002-2003 |
21 | Research on the FR Statistical Relationship Model | National Natural Science Foundation Project | 1999-2002 |
Educational Experience
1999-2002
Doctor of Philosophy, Applied Mathematics, School of Science, Xi'an Jiaotong University
1996-1999
Master of Science, Major in Probability Theory and Mathematical Statistics, School of Science, Xi'an Jiaotong University
1992-1996
Bachelor of Science, Department of Mathematics, Shanxi Normal University
Work Experience
2005-Present Associate Researcher, School of Statistics and Management, Shanghai University of Finance and Economics
2020-2021 Xinjiang University of Finance and Economics, College of Statistics and Data Science, Part-time Position, Associate Dean
2010-2011 Senior Research Associate, Department of Biostatistics, Duke University
2008-2009 Postdoctoral Fellow, Department of Biostatistics, Duke University
2003-2005 Postdoctoral Fellow, School of Statistics and Management, Shanghai University of Finance and Economics
1999-2003 Lecturer, School of Science, Xi'an Jiaotong University
Research Achievements
1. "Estimation of Grid Data Model with Errors in Partial Linear Variables", Journal of Engineering Mathematics, 39(1): 107-119, 2022.
2.“Semiparametric estimation of ROC curve under test-result-dependent sampling”. Biostatistics, 14(1), 160-172, 2013. (SCI)
3.“Nonparametric estimation of AUC and partial AUC under test-result-dependent sampling”. Statistics in Biopharmaceutical Research, 4(4), 313-323,2012. (SCI)
4. Quantitative Study on the Export Credit Linkage Mechanism in National Economic Growth, Financial Research, 2, 2008.
5. Research on the Urban Socio-Economic Index Series of Shanghai, Statistical Education, 2, 2008.
6. Sampling Survey of Social Security Statistics, China Statistics, 3, 2007.
7.Estimation of parameters of partially linear errors-in- variables models with replicated net points of observation, Acta Mathematicae Applicatae Sinica, No.1, 33-42, 2006.
8. International Talent Indicators System and Its Comparative Study, Journal of Shanghai University of Finance and Economics, 3, 2006.
9.Empirical likelihood for errors-in-variables partially linear models(English), Mathematica Applicata , 18(1), 136-143, 2005.
10. Estimation of Partially Linear Function-Structure Relationship Models, Mathematical Annual, 25(A): 687-694, 2004.
11. The Implications of Unilateral and Joint Intervention Effects for China, Fudan Journal, 6:49-55, 2004.
12. Asymptotic Normality of Semiparametric Function Relationship Models, Mathematical Annals, 23(A): 475-482, 2002.
13. Semiparametric Errors in Variables Model with Fixed Design, Applied Mathematics, 14(3): 1-6, 2001.
14. Separate Product Estimator and Combined Product Estimator Under Stratified Sampling, Journal of Engineering Mathematics, 18(3): 133-135, 2001. (EI)
15. The linear model of variables with errors in multidimensional space, Mathematical Research and Applications, 21(3): 421-428, 2001.
16. Observation of network points with error in linear variable regression model, Nature Magazine, 5, 2001.
17. Model of the Relationship Between Stock Price Analysis and Network Observation Function, Journal of Engineering Mathematics, 17(1): 83-87, 2000. (EI)
18. A New Estimate of Shape Parameter in the Family of Gamma Distribution, Journal of Applied Mathematics of Higher Education, Ser.B, 15(4):419-424, 2000.
Rewards, Honors
Review papers for academic journals; reviewer for the Mathematical Reviews; member of the American Statistical Association
Academic Reports (Since 2008)
1. Invited to attend the 2013 Joint Statistical Meetings (JSM) in Montreal, Canada, with the presentation titled: “Assessment of Biomarker Prediction Accuracy under Marker-Dependent Sampling”.
2. Participated in the 2009 Joint Statistical Meetings (JSM) held in Washington, D.C., with the presentation titled: “Nonparametric Estimation of AUC and Partial AUC under Test-Result-Dependent Sampling”.
