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Associate Professor
Supervisor of Master's Candidates

Paper Publications

Li Xiaoyan,Xia Xiaochao.Distributed subsampling for multiplicative regression:STATISTICS AND COMPUTING,2024,34):-
Li Xiaoyan,Zhang Zhimin.Relative error-based distributed estimation in growing dimensions:APPLIED MATHEMATICAL MODELLING,2024,135):601-619
Li Xiaoyan,Zhang Zhimin.Poisson subsampling-based estimation for growing-dimensional expectile regression in massive data:STATISTICS AND COMPUTING,2024,34):-
Fang Fang,Li Jialiang,Xia Xiaochao.Semiparametric model averaging prediction for dichotomous response:JOURNAL OF ECONOMETRICS,229(2):219-245
Model averaging prediction for nonparametric varying-coefficient models with B-spline smoothing:STATISTICAL PAPERS,2021,62(6):2885-2905
Xia Xiaochao,Li Jialiang,Fu Bo.Conditional quantile correlation learning for ultrahigh dimensional varying coefficient models and its application in survival analysis:Statistica Sinica,2019,29):645-669
Xiaochao Xia,Zhi Liu.Balanced augmented empirical likelihood for regression models:Journal of the Korean Statistical Society,2019,48):233-247
Jialiang Li, Xiaochao Xia, Weng Kee Wong & David Nott (2018) Varying-coefficient semiparametric model averaging prediction, Biometrics, 74, 1417-1426
Huilan Liu & Xiaochao Xia, (2018) Estimation and empirical likelihood for single-index multiplicative models, Journal of Statistical Planning and Inference, 193, 70-88
Xiaochao Xia, Hu Yang & Jialiang Li, (2016) Feature screening for generalized varying coefficient models with application to dichotomous responses, Computational Statistics & Data Analysis, 102, 85-97
Xiaochao Xia, Zhi Liu & Hu Yang, (2016) Regularized estimation for the least absolute relative error models with a diverging number of covariates, Computational Statistics & Data Analysis, 96, 104-119
Xiaochao Xia, Binyan Jiang, Jialiang Li & Wenyang Zhang (2016) Low-dimensional confounder adjustment and high-dimensional penalized estimation for survival analysis, Lifetime Data Analysis, 22, 547-569

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