一、个人基本情况

姓名：杜江          性别：男

职称职务：教授、博导   所在部门：w66利来旗舰厅

二、主要研究方向

函数型数据分析

模型检验

空间数据分析

三、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

四、代表性成果与荣誉

近三年发表的主要学术论文：

1. Miaojie Xia, Li Guan and Jiang Du*. Bayesian inference of longitudinal count data with informative dropouts using a zero-inflated negative binomial mixed model. Statistics and Computing. 2026, 36: 44.

2. Miaojie Xia, Li Guan, Jiang Du, Yang Wang∗. Crash analysis for urban road networks: Semi-parametric spatial negative binomial models with monotonic constraints. Accident Analysis and Prevention. 2026, 225: 108329.

3. Liqi Xia, Ruiyuan Cao, Jiang Du* and Ling Liu. Rank-based combination independence tests for high-dimensional data. Journal of Multivariate Analysis. 2026, 212: 105550.

4. Yangbing Tang, Jiang Du, Zhongzhan Zhang*. A nonparametric test for the heterogeneity of the spatial autoregressive parameter. Journal of Statistical Planning and Inference. 2026, 240: 106298.

5. Xiangyu Shi, Jiang Du and Tianfa Xie*. Multivariate two-sample tests via random projection. Statistics and Computing. 2025, 35: 98.

6. Xiangyu Shi, Zhangning He, Min Han and Jiang Du*. Estimation of average treatment effects under missing data using generative adversarial networks. Journal of the Korean Statistical Society. 2025, 54(4): 971-994.

7. Lei Liu, Jiali Dong and Jiang Du*. Specification test for high dimensional partially linear varying coefficient spatial autoregressive model. Journal of the Korean Statistical Society. 2025, 54(2): 596-627.

8. 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. 2025, 52(9): 1791-1824.

9. Liqi Xia, Ruiyuan Cao, Jiang Du* and Jun Dai. Consistent complete independence test in high dimensions based on Chatterjee correlation. Statistical Papers. 2025, 66(1): 1-32.

10.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. 2025, 54(8): 2360–2377.

11.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. 2025, 54(10): 4048-4058.

12.Liqi Xia, Ruiyuan Cao, Jiang Du* and Xiuping Chen. The improved correlation coefficient of Chatterjee. Journal of Nonparametric Statistics. 2025，37(2): 265-281.

13.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.

14.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(4): 1714-1737.

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

16.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.

17.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.

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

19.Xiaoying Wang, Xiaoqian Sun, Jiang Du* and Kaiyuan Liu. Estimation of partially linear varying coefficient spatial autoregressive models. Statistics and Its Interface. 2024, 17(3): 371-382.  

五、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

六、联系方式

地址：北京市朝阳区平乐园100号w66旗舰厅官网  100124

E-mail：dujiang@bjut.edu.cn