(Associate Professor at School of Economics, Shandong University)
(Mailing Address: No. 27 Shanda Nanlu, School of Economics, Shandong University,
Jinan City, Shandong Province, P.R. China. Post Code: 250100)
大数据分析(Big Data Analysis)
Jul., 2015- Apr., 2018 Research Assistant, Department of Applied Mathematics,
The Hong Kong Polytechnic University, Hong Kong
Oct., 2014-Dec., 2014 Research Assistant, Department of Statistics, The
Chinese University of Hong Kong, Hong Kong
Sep., 2013- Dec. 2017 PhD. in Statistics, Yunnan University, Yunnan
Sep., 2011-Jul., 2013 M.A. in Applied Statistics, Yunnan University, Yunnan,
Sep., 2006 – Jul., 2010 B.Sc. in Information and Computing Science, Shandong Economic University, Shandong
1.Spearman rank correlation screening for high dimensional censored data. Science China Mathematics, Forthcoming.
2.Exponentially tilted likelihood inference for growing dimensional unconditional moment models. Journal of Econometrics, 202, 57-74.
3.Fused mean variance filter for ultra-high dimensional data. Computational Statistics & Data Analysis, 122, 18-32.
4.Bayesian local influence of structural equation models. Computational Statistics & Data Analysis, 111, 102-115.
1.Subgroup analysis in censored linear regression.
2. Penalized generalized empirical likelihood with a diverging number of general estimating equations for censored data.
3.Categorical-adaptive variable screening for ultra-high dimensional heterogeneous categorical data.
4. Mechanism and a new algorithm for nonconvex clustering
5. Feature screening in ultrahigh-dimensional partially linear models with missing responses at random
6. High-dimensional integrative analysis with homogeneity and sparsity recovery
7. K-regression for integrative analysis
8. A Model-averaging method for high-dimensional regression with missing responses at random
9.A nonparametric feature screening method for ultrahigh-dimensional missing data
获奖及荣誉(Awards and Honors):
Wu Daguan Award of Yunnan University, 2015
Excellent Graduate Award of Shandong Economic University, 2010
Excellent Exchange Student Award of Shandong University, 2008
First-class Scholarship of Shandong Economic University, 2007
Referee for Journals: Communications in Mathematics and Statistics