Education Background
Bachelor of Science, Shandong University
Master of Management, Shandong University
Doctor of Science, Shandong University

Social Services
Director of Comparative Management Research Society of Shandong Province

Undergraduate: Data Warehouse and Data Mining, E-commerce
Master/Ph.D.: Data Mining, Risk Management

1. Research on User Behavior of Open Innovation Platform from the Perspective of Social Capital -- Taking the Metrans as an Example. Science & Technology Progress and Policy, 2018,35(06):7-13.
2. Research on Creative Adoption of Open Innovation Platform Based on Emotion Analysis: Taking Salesforce as an Example. Data Analysis and Knowledge Discovery, 2018,2(04):38-47.
3. A Semiparametric Estimation with Multiplicative Adjustment for Partially Linear Models. Journal of Applied Statistics and Management, 2011,30(01):70-75.
4. Research on Data Mining Function Based on Functional Data Analysis. Statistics & Decision, 2011(04):160-162.
5. On Fuzzy Regression and Statistical Regression. Statistics & Decision, 2009(12):30-32.
6. Semiparametric Adjustment for Nonparametric and Semiparametric Models with Independent and Dependent Data. Shandong University, 2008.
7. Some Statistical Means to Deal with Data Qualitative Problems in Data Mining. Journal of Shandong University (Natural Science), 2005(03):57-61.
8. Research on Mechanism and Model of Supply Chain Level Matching. Research on Economics and Management, 2005(10):26-30.
9. Investigation and Analysis of Enterprise Informatization in Shandong Province. Electronic Business World, 2002(04):44-52.
10. GMM and Misspecification Correction for Misspecified Models with Diverging Number of Parameters.Acta Mathematicae Applicatae Sinica.,2019(35):780-797.
11. Multiplicative Adjustment Method for Semiparametric Regression with Mixing Dependent Data. Communications in Statistics: Theory and Methods, 2009,（38）：3654－3665.
12. Semiparametric Density Estimation for Time Series with Multiplicative Adjustment. Communications in Statistics: Theory and Methods, 2008,（37）:1274-1283.
13. Value at risk estimation by combining semi-parametric density estimation with historical simulation. Econ. Comput. Econ. Cyb,2012(46):163-178.

1. Non-parametric and Semi-parametric Statistical Models for Processing High-dimensional Complex Data and Their Applications (Social Sciences Planning Research Project of Shandong Province)
2. Research on Modern Regression Technology and Its Application in Data Mining (Soft Science Research Project of Shandong Province)
3. Research on Estimation and Verification of Several Semi-parametric Dynamic Panel Data Models (Project supported by Independent Innovation Fund of Shandong University)
4. Research on Adaptive Method and Its Application in Risk Measurement Estimation (China Postdoctoral Foundation)
5. Semi-parameter Product Adjustment Estimation Method of VaR and Its Application (Project supported by China Postdoctoral Science Foundation)
6. Research on Quantile Adaptive Inference Method and Its Application in Risk Management Decision-making (Soft Science Foundation Project of Shandong Province)