Liugen Xue

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Variable Selection

Robust Estimators

Negative Matrix Factorization

Top Venues

Commun. Stat. Simul. Comput.

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Liugen Xue
Empirical likelihood in a partially linear single-index model with censored response data. Comput. Stat. Data Anal. 193 (2024)
Liugen Xue
Empirical likelihood and estimation in varying coefficient models with right censored data. Comput. Stat. 39 (3) (2024)
Liugen Xue
Empirical likelihood and estimation in single-index varying-coefficient models with censored data. Stat. Comput. 34 (1) (2024)
Liugen Xue
Doubly robust estimation and robust empirical likelihood in generalized linear models with missing responses. Stat. Comput. 34 (1) (2024)
Lijun Yang, Lulu Yan, Xiaohui Yang, Xin Xin, Liugen Xue
Bayesian nonnegative matrix factorization in an incremental manner for data representation. Appl. Intell. 53 (8) (2023)
Yang Zhao, Liugen Xue, Jinghua Zhang, Juanfang Liu
Single-index varying-coefficient models with missing covariates at random. Commun. Stat. Simul. Comput. 51 (12) (2022)
Yang Zhao, Liugen Xue, Sanying Feng
Estimation for a partially linear single-index varying-coefficient model. Commun. Stat. Simul. Comput. 51 (4) (2022)
Jinghua Zhang, Liugen Xue
Variable selection for generalized partially linear models with longitudinal data. Evol. Intell. 15 (4) (2022)
Zhaoliang Wang, Liugen Xue
Inference for high dimensional linear models with error-in-variables. Commun. Stat. Simul. Comput. 50 (1) (2021)
Xiaohui Yang, Wenming Wu, Xin Xin, Limin Su, Liugen Xue
Adaptive factorization rank selection-based NMF and its application in tumor recognition. Int. J. Mach. Learn. Cybern. 12 (9) (2021)
Jinghua Zhang, Liugen Xue, Luca Faes
Penalized Quadratic Inference Function-Based Variable Selection for Generalized Partially Linear Varying Coefficient Models with Longitudinal Data. Comput. Math. Methods Medicine 2020 (2020)
Liugen Xue, Jinghua Zhang
Empirical likelihood for partially linear single-index models with missing observations. Comput. Stat. Data Anal. 144 (2020)
Jian Wu, Liugen Xue
Oracally efficient spline-backfitted kernel smoothing of additive partial linear measurement error model. Commun. Stat. Simul. Comput. 48 (10) (2019)
Sanying Feng, Heng Lian, Liugen Xue
A new nested Cholesky decomposition and estimation for the covariance matrix of bivariate longitudinal data. Comput. Stat. Data Anal. 102 (2016)
Sanying Feng, Liugen Xue
Model detection and estimation for single-index varying coefficient model. J. Multivar. Anal. 139 (2015)
Ruiqin Tian, Liugen Xue
Smooth-Threshold GEE Variable Selection in High-Dimensional Partially Linear Models with Longitudinal Data. Commun. Stat. Simul. Comput. 44 (7) (2015)
Ruiqin Tian, Liugen Xue, Catherine Chunling Liu
Penalized quadratic inference functions for semiparametric varying coefficient partially linear models with longitudinal data. J. Multivar. Anal. 132 (2014)
Liugen Xue
Estimation and empirical likelihood for single-index models with missing data in the covariates. Comput. Stat. Data Anal. 68 (2013)
Wanbin Li, Liugen Xue
Efficient Inference about the Partially Linear Varying Coefficient Model with Random Effect for Longitudinal Data. ICICA (1) (2013)
Peixin Zhao, Liugen Xue
Empirical Likelihood for Nonparametric Components in Additive Partially Linear Models. Commun. Stat. Simul. Comput. 42 (9) (2013)
Ruiqin Tian, Liugen Xue
Smooth-Threshold GEE Variable Selection Based on Quadratic Inference Functions with Longitudinal Data. ICICA (1) (2013)
Liugen Xue, Zhen Pang
Statistical inference for a single-index varying-coefficient model. Stat. Comput. 23 (5) (2013)
Zhen Pang, Liugen Xue
Estimation for the single-index models with random effects. Comput. Stat. Data Anal. 56 (6) (2012)
Weiwei Zhang, Gaorong Li, Liugen Xue
Profile inference on partially linear varying-coefficient errors-in-variables models under restricted condition. Comput. Stat. Data Anal. 55 (11) (2011)
Qihua Wang, Liugen Xue
Statistical inference in partially-varying-coefficient single-index model. J. Multivar. Anal. 102 (1) (2011)
Gaorong Li, Liugen Xue, Heng Lian
Semi-varying coefficient models with a diverging number of components. J. Multivar. Anal. 102 (7) (2011)
Liugen Xue, Dong Xue
Empirical likelihood for semiparametric regression model with missing response data. J. Multivar. Anal. 102 (4) (2011)
Yiping Yang, Liugen Xue, Weihu Cheng
Two-step estimators in partial linear models with missing response variables and error-prone covariates. J. Syst. Sci. Complex. 24 (6) (2011)
Gaorong Li, Lixing Zhu, Liugen Xue, Sanying Feng
Empirical likelihood inference in partially linear single-index models for longitudinal data. J. Multivar. Anal. 101 (3) (2010)
Ziqing Chang, Liugen Xue, Lixing Zhu
On an asymptotically more efficient estimation of the single-index model. J. Multivar. Anal. 101 (8) (2010)
Peixin Zhao, Liugen Xue
Variable selection for semiparametric varying coefficient partially linear errors-in-variables models. J. Multivar. Anal. 101 (8) (2010)
Yiping Yang, Liugen Xue, Weihu Cheng
Variable Selection for Partially Linear Models with Randomly Censored Data. Commun. Stat. Simul. Comput. 39 (8) (2010)
Liugen Xue
Empirical likelihood for linear models with missing responses. J. Multivar. Anal. 100 (7) (2009)