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Dr. LIAN Heng (練恒博士)

BSc (USTC) PhD(Brown)

Associate Professor

Contact Information

Office: Y6538 Academic 1 
Phone: +852 3442-6418
Fax: +852 3442-0250
Email: henglian@cityu.edu.hk
Web: Personal Homepage

Research Interests

  • high-dimensional data analysis
  • Bayesian statistics
  • functional data analysis
Dr. Lian got his PhD in Applied Mathematics from Brown University in 2007. He joined the city university of HK in 2016, after 7 years as an assistant professor in Nanyang Technological University and then 2 years as a senior lecturer at the university of New South Wales. His research interest include high-dimensional data analysis, Bayesian statistics and functional data analysis.


Previous Experience

  • 2014 - 2016, Senior Lecturer, University of New South Wales.
  • 2007 - 2014, Assistant Professor, Nanyang Technological University.


Publication Show All Publications Show Prominent Publications


Journal

  • He, Kejun. , Lian, Heng. , Ma, Shujie. & Huang, Jianhua. (in press). Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. Journal of the American Statistical Association.
  • Lv, Shaogao. , Lin, Huazhen. , Lian, Heng. & Huang, Jian. (in press). Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space. Annals of Statistics.
  • Tang, Xingyu. & Lian, Heng. (2016). Mean and quantile boosting for partially linear additive models. Statistics and Computing. 26. 997 - 1008.
  • Lian, Heng. , Liang, Hua. & Carroll, Raymond. (2015). Variance Function Partially Linear Single-Index Models. Journal of the Royal Statistical Society Series B. 77. 171 - 194.
  • Li, Jianbo. , Huang, Zhensheng. & Lian, Heng. (2014). Empirical likelihood inference for general transformation models with right censored data. Statistics and Computing. 24. 985 - 995.
  • Lian, Heng. & Liang, Hua. (2013). Generalized additive partial linear models with high-dimensional covariates. Econometric Theory. 29. 1136 - 1161.
  • Lian, Heng. (2012). Semiparametric estimation of additive quantile regression models by two-fold penalty. Journal of Business and Economic Statistics. 30. 337 - 350.


Last update date : 13 Dec 2016