钟威

教授

美国宾夕法尼亚州立大学


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电子邮件:wzhong@xmu.edu.cn

办公室:经济楼D331

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个人简介 研究成果 研究项目

钟威,现任厦门大学王亚南经济研究院和经济学院统计系教授、博士生导师,经济学院院长助理。2012年获得美国宾夕法尼亚州立大学统计学博士学位,2014年和2017年分别破格晋升副教授和教授。主要从事高维数据统计分析和理论、统计学习和数据挖掘算法、计量经济学变量内生问题、统计学和数据科学的应用等领域的研究。2016年入选福建省高校杰出青年科研人才,主持国家自然科学基金面上、青年项目各1项,担任美国统计协会(ASA)统计学和数据科学期刊《Statistical Analysis and Data Mining》的副主编,在The Annals of Statistics, Journal of the American Statistical Association, Biometrika, Journal of Business & Economic Statistics, Annals of Applied Statistics,  Statistica Sinica等国内外统计学权威期刊发表(含接收)近20篇论文,其中入选ESI前1%高被引论文1篇。兼任中国现场统计学会资源与环境统计分会常务理事,中国现场统计学会高维数据统计分会理事,中国现场统计学会生存分析分会理事。主要讲授《数理统计》、《广义线性模型》、《计量经济学》等本科和研究生课程,连续多年获得学院教学优秀奖(前10%),2016年获得厦门大学经济学院英语教学比赛一等奖、厦门大学第五届英语教学比赛一等奖。

 

 

[16] "Forward Additive Regression for Ultrahigh Dimensional Nonparametric Models." (with Sunpeng Duan, Liping Zhu). Statistica Sinica, Accepted 2018.  

[15] "Variable Selection for Structural Equation Using Adaptive LASSO." (with Qingliang Fan), Journal of Systems Science and Complexity. Accepted 2017

[14] "Test for High Dimensional Regression Coefficients Using Refitted Cross-validation Variance Estimation." (with Hengjian Cui, Wenwen Guo). The Annals of Statistics. Accepted, 2017.

[13] "Variable Selection and Direction Estimation for Single-Index Models via DC-TGDR Method." (with Shuangge Ma, Xi Liu). Statistics and Its Interface. 11, 169-181, 2018.

[12] "Projection correlation between two random vectors." (with Liping Zhu, Kai Xu and Runze Li). Biometrika. 104, 829-843, 2017.

[11] "Nonparametric Additive Instrumental Variable Estimator: A Group Shrinkage Estimation Perspective." (with Qingliang Fan). Journal of Business & Economic Statistics, Accepted, 2016.

[10] "Regularized Quantile Regression and Robust Feature Screening for Single Index Models". (with Liping Zhu, Runze Li and Hengjian Cui). Statistica Sinica, 26, 69-95, 2016. 

[9] "Estimation and Inference on Central Mean Subspace for Multivariate Response Data." (with Liping Zhu). Computational Statistics & Data Analysis, 92, 68--83, 2015.

[8] "A Selective Overview of Feature Screening for Ultrahigh-Dimensional Data." (with Runze Li and Jingyuan Liu). Science China Mathematics, 58, 2033--2054, 2015.

[7] "Model Selection for High-Dimensional Problems." (with Jing-zhi Huang and Zhan Shi). Chapter 77, Handbook of Financial Econometrics and Statistics, Springer-Verlag, New York, 2015. ISBN 978-1-4614-7749-5.

[6] "Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis". (with Hengjian Cui and Runze Li). Journal of the American Statistical Association,  58, 2033-2054, 2015.

[5] "An Iterative Approach to Distance Correlation Based Sure Independence Screening." (with Liping Zhu). Journal of Statistical Computation and Simulation,85, 2331-2345, 2015.

[4] "Robust Sure Independence Screening for Ultrahigh Dimensional Non-normal Data".  Acta Mathematica Sinica, English Series, 30(11), 1885-1896, 2014.

[3] "A Fast Algorithm for Detecting Gene-Gene Interactions in Genome-Wide Association Studies". (with Jiahan Li, Runze Li and Rongling Wu). Annals of Applied Statistics, 8(4), 2292-2318, 2014.

[2] "Feature Screening via Distance Correlation Learning".  (with Runze Li and  Liping Zhu).  Journal of the American Statistical Association, Vol. 107, No. 499, 1129-1139, 2012.

[1] "Assessing Mediation Using Marginal Structural Models in the Presence of Confounding and Moderation". (with Danna Coffman). Psychological Methods, Vol. 17, No. 4, 642–664, 2012. 

 

1 主持,国家自然科学基金面上项目, 项目编号:11671334. “高维回归系数的假设检验”,48万,项目执行时间:2017.01-2020.12.

2】主持,国家自然科学基金青年项目, 项目编号:11301435. “超高维数据分析的确定独立扫描方法:统计理论及其应用”,23万,项目执行时间:2014.01-2016.12.