Prof ZHU, Lixing 朱力行教授
Chair Professor
AAAS Fellow
ASA Fellow
IMS Fellow
Elected member of ISI
PhD, Chinese Academy of Sciences
MSc, University of Science and Technology of China
BSc, Anhui University

lzhu [at] hkbu.edu.hk
FSC 1208
(852) 3411-7016
www.math.hkbu.edu.hk/~lzhu/
Researcher ID
Scopus
ORCID



Current Research Interests high-dimensional data analysis, time series, non/semi-parametric statistics, Monte Carlo methods, empirical process theory, biostatistics and Bioinformatics

Selected Publications Guo, X.,Wang, T. and Zhu, Lixing (2015). Model checking for parametric single-index models: A dimension-reduction model-adaptive approach, Journal of the Royal Statistical Society, series B., accepted. (pdf, codes, data)
YU, Z., Dong, Y. X. and Zhu, J., Zhu, Lixing(2015). Trace Pursuit: A General Framework for Model-Free Variable Selection. Journal of the American Statistical Association, accepted.
Xu, P. R., Zhu, J., Zhu, Lixing and Li, Y. (2015). Covariance-Enhanced Discriminant Analysis. Biometrika, 102, 33 - 45.
Wang, T. Guo, X., Xu, P. R. and Zhu, Lixing (2014). Transformed sufficient dimension reduction. Biometrika, 101, 815 - 829.
Xu, P. R., Zhu, Lixing and Li Y. (2014). Ultrahigh Dimensional Time Course Feature Selection. Biometrics, 70, 356- 365.
Yu, Z., Zhu, L. P., Peng, H. and Zhu, Lixing (2013). Dimension Reduction and Predictor Selection in Semiparametric Models. Biometrika, 100, 641-654.
Feng, Z. H., Wen, X. R., Yu, Z., Zhu, Lixing (2013). On Partial Sufficient Dimension Reduction with Applications to Partially Linear Multi-index Models, Journal of the American Statistical Association, 108, 237-246.
Li, G. R., Peng, H., Zhang, J. and Zhu, Lixing (2012). Robust Rank Correlation Based on Screening. Annals of Statistics, 40, 1846 - 1877.
Zhu, L.P., Li, L. X., Li, R. Z., and Zhu, Lixing (2011). Model-Free Feature Screening for Ultrahigh Dimensional Data, Journal of the American Statistical Association 106, 1464 - 1475.
Cui, X., H?rdle, W. and Zhu, Lixing (2011). Generalized single-index models: The EFM approach. Annals of Statistics, 39, No. 3, 1658 - 1688.
Li, L., Zhu, L. P. and Zhu, Lixing (2011). Inference on Primary Parameter of Interest with Aid of Dimension Reduction Estimation. Journal of the Royal Statistical Society, series B., 73, 59-80.
Li, L., Li, B., and Zhu, Lixing (2010). Groupwise Dimension Reduction. Journal of the American Statistical Association, 105, 1188-1201.
Zhu, L. P., Zhu, Lixing, and Feng, Zhenghui (2010). Dimension Reduction in Regressions Through Cumulative Slicing Estimation. Journal of the American Statistical Association, 105, 1455-1466.
Jane-Ling Wang, Liugen Xue, Zhu, Lixing and Yun Sam Chong (2010). Estimation for a partial-linear single-index model. Annals of Statistics, 38, 246-274.
Zhu, L. P., Zhu, Lixing, Ferré, L. andWang, T. (2010). Sufficient Dimension Reduction Through Discretization-Expectation Estimation. Biometrika, 97. 295-304.