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复杂数据分析的统计理论、方法及应用研究工作。研究兴趣主要涉及复杂“高维”数据分析以及复杂“非线性相依”数据分析。在复杂“高维数据分析领域,与合作者提出了一系列不依赖光滑参数的充分降维方法,解决了充分降维领域的一个“公开问题”,与合作者提出了一系列不依赖分布假设的充分降维方法,解决了充分降维领域一个“长期存在的问题”;在复杂“非线性相依”数据分析领域,与合作者提出了一系列非线性相依的度量准则,并将这些度量准则应用于高维数据分析,提出了一系列不依赖模型形式的变量筛选方法。


朱利平博士曾是《The Annals of Statistics》,《Statistica Sinica》等国际重要学术期刊的Associate Editor。目前是《Journal of Multivariate Analysis》, 《Statistics and Its Interface》, 《Statistical Analysis and Data Mining》《Journal of Systems Science and Complexity》等SCI期刊的Associate Editor, 《Statistics, Optimization and Computer Science》期刊统计领域Field Chief Editor,以及《系统科学与数学》和《应用概率统计》期刊编委。




部分论文:

19、Tingyou Zhou, Liping Zhu, Runze Li and Chen Xu (2019): Model-free forward regression via cumulative divergence. Journal of the American Statistical Association. To appear

18、Shujie MA, Liping ZHU, Zhiwei ZHANG, Chih-Ling TSAI and Raymond CARROLL (2019): A robust and efficient approach to causal inference based on sparse sufficient dimension reduction, The Annals of Statistics, To appear.

17、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

16、 Liping ZHU,Yaowu ZHANG and Kai XU(2018):Measuring and testing for interval quantile dependence. The Annals of Statistics 46(6A): 2683-2710

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

14、 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

13、 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

12、 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

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

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

09、 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

08、 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.

07、 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.

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

05、 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.

04、 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.

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

02、 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.

01、 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