姓名：杜江    性别：男

职称：教授    所在部门： 数据科学研究所

一、主要研究方向

函数型数据分析

模型检验

空间数据分析

二、主要科研项目

      1. 国家自然科学基金面上项目：复杂数据下空间自回归模型的统计推断研究

      2. 国家自然科学基金青年项目：函数型数据的稳健统计推断理论及其应用

      3. 北京市教委科技计划项目：不完全数据下函数型数据的统计推断

三、代表性成果与荣誉

近三年发表的主要学术论文：

1. Kaiyuan Liu, Min Xu, Jiang Du* and Tianfa Xie. Interval-valued scalar-on-function linear quantile regression based on the bivariate center and radius method. Journal of Applied Statistics. 2024. In press.

2. Liqi Xia, Ruiyuan Cao, Jiang Du* and Jun Dai. Consistent complete independence test in high dimensions based on Chatterjee correlation. Statistical Papers. 2024. In press.

3. Xiangyu Shi, Wei Zhang, Jiang Du* and Eddy Kwessi. Testing independence based on Spearman's footrule in high dimensions. Communications in Statistics and Theory and Methods. 2024. In press.

4. Xiangyu Shi, Ruiyuan Cao, Jiang Du* and Zhuqing Miao. A rank-based adaptive independence test for high-dimensional data. Communications in Statistics and Simulation and Computation. 2024. In press.

5. Liqi Xia, Ruiyuan Cao, Jiang Du* and Xiuping Chen. The improved correlation coefficient of Chatterjee. Journal of Nonparametric Statistics. 2024. In press.

6. Xiangyu Shi, Yuanyuan Jiang, Jiang Du* and Zhuqing Miao. An adaptive test based on Kendall's tau for independence in high dimensions. Journal of Nonparametric Statistics. 2024, 36(4), 1064–1087.

7. Lili Xia, Jiang Du and Zhongzhan Zhang*. A nonparametric model checking test for functional linear composite quantile regression models. Journal of Systems Science and Complexity. 2024, 37, 1714-1737.

8. Yangbing Tang, Jiang Du and Zhongzhan Zhang*. A parametric specification test for linear spatial autoregressive models. Spatial Statistics. 2023, 100767.

9. Yangbing Tang, Jiang Du* and Zhongzhan Zhang. Rank-based instrumental variable estimation for semiparametric varying coefficient spatial autoregressive models. Statistical Papers.2024, 65, 1805-1839.

10.Xiangyu Shi, Min Xu and Jiang Du*. Max-sum test based on Spearman’s footrule for high-dimensional independence tests. Computational Statistics and Data Analysis. 2023. 185: 107768.

11.Ping Yu, Xinyuan Song* and Jiang Du. Composite expectile estimation in partial functional linear regression model. Journal of Multivariate Analysis. 2024, 203, 105343.

12. Xiaoying Wang, Xiaoqian Sun, Jiang Du* and Kaiyuan Liu. Estimation of partially linear varying coefficient spatial autoregressive models. Statistics and Its Interface. 2024, 17, 371-382.  

四、主讲课程

      1. 非参数统计

      2. 高等统计学

      3. 渐近统计基础

      4. 统计计算

五、联系方式

地址：北京市朝阳区平乐园100号北京工业大学  100124

E-mail：dujiang@bjut.edu.cn