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，2018年入选厦门大学“南强青年拔尖人才”（A类），国家自然科学基金优秀青年基金获得者（2019），福建省杰出青年基金获得者（2019）。主要从事高维数据统计分析、统计学习算法、计量经济学、统计学和数据科学的应用等研究。担任美国统计协会(ASA)期刊《Statistical Analysis and Data Mining》和加拿大统计学会期刊《Canadian Journal of Statistics》的AE，在The Annals of Statistics, Journal of the American Statistical Association, Biometrika, Journal of Business & Economic Statistics, Annals of Applied Statistics,  Statistica Sinica，中国科学数学等国内外统计学权威期刊发表（含接收）20多篇论文，其中入选ESI前1%高被引论文2篇。主要讲授《数理统计》、《广义线性模型》、《计量经济学》、《统计数据分析》等本科和研究生课程，多次获得学院教学优秀奖，2016年获得厦门大学第五届英语教学比赛一等奖，2020年获得厦门大学第十五届青年教师技能比赛特等奖,2021年获得厦门大学教学创新大赛一等奖。

[25] "Estimation and Inference for Multi-Kink Quantile Regression." (with Chuang Wan, Wenyang Zhang). Journal of Business & Economic Statistics, forthcoming, 2021+.

[24] "Dummy Endogenous Treatment Effect Estimation Using High-Dimensional Instrumental Variables." (with Wei Zhou, Qingliang Fan, Yang Gao). Canadian Journal of Statistics, forthcoming, 2021+

[23] "Conditional Test for Ultrahigh Dimensional Linear Regression Coefficients." (with Wenwen Guo, Sunpeng Duan, Hengjian Cui). Statistica Sinica, forthcoming, 2021+.

[22] "Censored Mean Variance Sure Independence Screening for Ultra-high Dimensional Survival Data." (with Jiping Wang, Xiaolin Chen). Computational Statistics & Data Analysis, 159, 107206, 2021+.

 [21] "Endogenous Treatment Effect Estimation Using High-Dimensional Instruments and Double Selection." (with Yang Gao, Wei Zhou, Qingliang Fan). Statistics & Probability Letters, 169, 108967, 2021.

[20] "A Lack-of-fit Test In Sufficient Dimension Reduction of Conditional Mean for Ultrahigh Dimensional Data." (with Liping Zhu, Yaowu Zhang). Statistica Sinica, 30, 1971-1993, 2020.

[19] "Forward Additive Regression for Ultrahigh Dimensional Nonparametric Models. " (with Sunpeng Duan, Liping Zhu). Statistica Sinica, 30, 175-192, 2020.    

[18] "A Distribution-Free Test of Independence Based on Mean Variance Index. " (with Hengjian Cui). Computational Statistics & Data Analysis. 139, 117-133, 2019.   

[17] "Composite Coefficient of Determination and Its Application in Ultrahigh Dimensional Variable Screening." (with Efang Kong, Yingcun Xia), Journal of the American Statistical Association, 114, 1740-1751, 2019.

[16] 张兴祥、钟威、洪永淼. 国民幸福感的指标体系构建与影响因素分析：基于LASSO的筛选方法，《统计研究》， 35(11), 3-13, 2018.

[15] "Variable Selection for Structural Equation with Endogeneity." (with Qingliang Fan), Journal of Systems Science and Complexity. 31(3), 787–803, June 2018

[14] "Test for High Dimensional Regression Coefficients Using Refitted Cross-validation Variance Estimation." (with Hengjian Cui, Wenwen Guo). The Annals of Statistics. 46,  958-988，2018.

[13] "Variable Selection and Direction Estimation for Single-Index Models via DC-TGDR Method." (with Shuangge Ma, Xi Liu). Statistics and Its Interface. 11(1), 169-181, 2018.

[12] "Projection correlation between two random vectors." (with Liping Zhu, Kai Xu and Runze Li). Biometrika. 104(4), 829-843, 2017.

[11] "Nonparametric Additive Instrumental Variable Estimator: A Group Shrinkage Estimation Perspective." (with Qingliang Fan). Journal of Business & Economic Statistics, 36(3), 388-399, 2018.

[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,  110 (510), 630-641, 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.国家自然科学基金委员会，优秀青年项目, 11922117，“超高维数据的变量筛选和假设检验”，2020-01至2022-12，120万元，在研，主持。

2.福建省科技厅，杰出青年基金，2019J06004，“高维数据的统计学习和数学理论”，项目执行时间：2019-01至2021-12，20万元，在研，主持。    

3.国家自然科学基金委员会，面上项目, 11671334，“高维回归系数的假设检验”，2017-01至2020-12，48万元，在研，主持。    

4.国家自然科学基金青年项目, 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”，2014-01至2016-12，23万元，结题，主持。