师资团体

师资团体 Faculty

朱利平

职称:教授

研究方向:半参数建模、高维数据分析、充分降维、变量选择等领域

联系方式:zhu.liping@ruc.edu.cn

个人简历

2006年于华东师范大学取得博士学位。入选教育部新世纪优秀人才计划以及中组部万人计划青年拔尖人才计划等,并获得国家自然科学基金委“优秀青年基金”等资助。


朱利平博士一直从事统计理论以及应用研究。研究兴趣涉及半参数建模、高维数据分析、充分降维以及变量选择等领域。


部分论文:


1、Jian HUANG, Yuling JIAO, Xiliang LU and Liping ZHU (2018): Robust decoding from 1-bit compressive sampling with ordinary and regularized least squares. SIAM Journal of Scientific Computing, 40(4), 2062-2086

2、Shujie MA, Liping ZHU, Zhiwei ZHANG, Chih-Ling TSAI and Raymond CARROLL (2018): A robust and efficient approach to causal inference based on sparse sufficient dimension reduction, The Annals of Statistics, To appear.

3、 Liping ZHU,Yaowu ZHANG and Kai XU(2017):Measuring and testing for interval quantile dependence. The Annals of Statistics To appear

4、Liping ZHU, Kai XU, Runze LI and Wei ZHONG (2017): Projection correlation between two random vectors. Biometrika. 104(4): 829-843

5、 Xingdong FENG and Li-Ping ZHU(2016):Estimation and testing of varying coefficients in quantile regression. Journal of the American Statistical Association. 111(513):266-274

6、 Kelin XU, Wenshen GUO, Momiao XIONG, Li-Ping ZHU and Li JIN(2016):An estimating equation approach to dimension reduction in longitudinal data. Biometrika. 103 (1):189-203

7、 Yanyuan MA and Li-Ping ZHU (2014). On estimation efficiency of the central mean subspace.Journal of the Royal Statistical Society, Series B. 76(5) 885-901

8、 Yanyuan MA and Li-Ping ZHU (2013). Efficient estimation in sufficient dimension reduction. The Annals of Statistics. 41(1) 250-268

9、 Yanyuan MA and Li-Ping ZHU (2013). Efficiency loss and the linearity condition in dimension reduction.Biometrika. 100(2) 371-383

10、 Zhou YU, Li-Ping ZHU, Heng PENG and Li-Xing ZHU(2013):Dimension reduction and predictor selection in semiparametric models. Biometrika. 100(3):641-654

11、 Yanyuan MA and Li-Ping ZHU (2013). Doubly robust and efficient estimators for heteroscedastic partially linear single-index model allowing high-dimensional covariates.Journal of the Royal Statistical Society Series B. 75(2) 305-322.

12、 Runze LI, Wei ZHONG and Li-Ping ZHU (2012). Feature screening via distance correlation learning.Journal of the American Statistical Association. 107(499), 1129-1139.

13、 Yanyuan MA and Li-Ping ZHU (2012). A Semiparametric Approach to Dimension Reduction.Journal of the American Statistical Association, 107(497), 168-179.

14、 Li-Ping ZHU, Lexin LI, Runze LI and Lixing ZHU (2011). Model-free feature screening for ultrahigh dimensional data.Journal of the American Statistical Association. 106(496). 1464-1475.

15、 Le-Xin LI, Li-Ping ZHU and Lixing ZHU (2011). Inference on primary parameter of interest with aid of dimension reduction estimation.Journal of the Royal Statistical Society, Series B, 73(1) 59-80.

16、 Li-Ping ZHU, Tao WANG, Lixing ZHU and Louis FERRE (2010). Sufficient dimension reduction through discretization-expectation estimation. Biometrika, 97(2), 295-304.

17、 Li-Ping ZHU, Lixing ZHU and Zhenghui FENG (2010). Dimension reduction in regressions through cumulative slicing estimation.Journal of the American Statistical Association, 105(492) 1455-1466.

18、 Li-Ping ZHU and Lixing ZHU (2009). On distribution-weighted partial least squares with diverging number of highly correlated predictors.Journal of the Royal Statistical Society, Series B. 71(2), 525-548.


主持或参加的重大科研项目:

1. 国家自然科学基金委优秀青年基金项目

2. 中组部青年拔尖人才计划

3. 教育部新世纪优秀人才计划