A Strong Limit Theorem for Functions of Continuous Random Variables and an Extension of the Shannon-McMillan Theorem. - Gaorong Li; Shuang Chen; Sanying Feng (J. Appl. Math., 2008)

Empirical likelihood inference in partially linear single-index models for longitudinal data. - Gaorong Li; Lixing Zhu; Liugen Xue; Sanying Feng (J. Multivar. Anal., 2010)

Adaptive confidence region for the direction in semiparametric regressions. - Gaorong Li; Li-Ping Zhu; Li-Xing Zhu (J. Multivar. Anal., 2010)

Bias-corrected empirical likelihood in a multi-link semiparametric model. - Lixing Zhu; Lu Lin 002; Xia Cui; Gaorong Li (J. Multivar. Anal., 2010)

Adaptive Elastic-Net for General Single-Index Regression Models. - Xuejing Li; Gaorong Li; Suigen Yang (NL-MUA, 2011)

Profile inference on partially linear varying-coefficient errors-in-variables models under restricted condition. - Weiwei Zhang; Gaorong Li; Liugen Xue (Comput. Stat. Data Anal., 2011)

A profile-type smoothed score function for a varying coefficient partially linear model. - Gaorong Li; Sanying Feng; Heng Peng (J. Multivar. Anal., 2011)

Semi-varying coefficient models with a diverging number of components. - Gaorong Li; Liugen Xue; Heng Lian (J. Multivar. Anal., 2011)

Empirical likelihood for a varying coefficient partially linear model with diverging number of parameters. - Gaorong Li; Lu Lin 002; Lixing Zhu (J. Multivar. Anal., 2012)

Automatic variable selection for longitudinal generalized linear models. - Gaorong Li; Heng Lian; Sanying Feng; Lixing Zhu (Comput. Stat. Data Anal., 2013)

Quadratic inference functions for partially linear single-index models with longitudinal data. - Peng Lai; Gaorong Li; Heng Lian (J. Multivar. Anal., 2013)

Variable selection for covariate adjusted regression model. - Xuejing Li; Jiang Du 008; Gaorong Li; Mingzhi Fan (J. Syst. Sci. Complex., 2014)

Series expansion for functional sufficient dimension reduction. - Heng Lian; Gaorong Li (J. Multivar. Anal., 2014)

Empirical likelihood of varying coefficient errors-in-variables models with longitudinal data. - Yiping Yang; Gaorong Li; Heng Peng (J. Multivar. Anal., 2014)

Checking the adequacy for a distortion errors-in-variables parametric regression model. - Jun Zhang 027; Gaorong Li; Zhenghui Feng (Comput. Stat. Data Anal., 2015)

Variable selection and estimation for partially linear single-index models with longitudinal data. - Gaorong Li; Peng Lai; Heng Lian (Stat. Comput., 2015)

GD-RDA: A New Regularized Discriminant Analysis for High-Dimensional Data. - Yan Zhou; Baoxue Zhang; Gaorong Li; Tiejun Tong; Xiang Wan (J. Comput. Biol., 2017)

Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models. - Yujie Li; Gaorong Li; Heng Lian; Tiejun Tong (J. Multivar. Anal., 2017)

Balanced estimation for high-dimensional measurement error models. - Zemin Zheng; Yang Li 175; Chongxiu Yu; Gaorong Li (Comput. Stat. Data Anal., 2018)

Regression adjustment for treatment effect with multicollinearity in high dimensions. - Lili Yue; Gaorong Li; Heng Lian; Xiang Wan (Comput. Stat. Data Anal., 2019)

Nonparametric independence screening for ultra-high dimensional generalized varying coefficient models with longitudinal data. - Shen Zhang; Peixin Zhao; Gaorong Li; Wangli Xu (J. Multivar. Anal., 2019)

Statistical inference of heterogeneous treatment effect based on single-index model. - Sanying Feng; Kaidi Kong; Yinfei Kong; Gaorong Li; Zhaoliang Wang (Comput. Stat. Data Anal., 2022)

Modal linear regression models with multiplicative distortion measurement errors. - Jun Zhang 027; Gaorong Li; Yiping Yang (Stat. Anal. Data Min., 2022)

Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors. - Jingxuan Luo; Xuejiao Li; Chongxiu Yu; Gaorong Li (J. Classif., 2023)

FDR control for linear log-contrast models with high-dimensional compositional covariates. - Panxu Yuan; Changhan Jin; Gaorong Li (Comput. Stat. Data Anal., 2024)

Stab-GKnock: controlled variable selection for partially linear models using generalized knockoffs. - Han Su; Qingyang Sun; Mengxi Yi; Gaorong Li; Panxu Yuan (Stat. Comput., 2024)