1 citations · 1 across the 4 of their papers we have counts for
4 papers
Model detection and variable selection for mode varying coefficient model
Xuejun Ma, Yue Du, Jingli Wang
Varying coefficient model is often used in statistical modeling since it is more flexible than the parametric model. However, model detection and variable selection of varying coef…
Quantile regression for compositional covariates
Xuejun Ma, Ping Zhang
Quantile regression is a very important tool to explore the relationship between the response variable and its covariates. Motivated by mean regression with LASSO for compositional…
Statistical inference in massive datasets by empirical likelihood
Xuejun Ma, Shaochen Wang, Wang Zhou
In this paper, we propose a new statistical inference method for massive data sets, which is very simple and efficient by combining divide-and-conquer method and empirical likeliho…
Distribution Regression
Xin Chen, Xuejun Ma, Wang Zhou
Linear regression is a fundamental and popular statistical method. There are various kinds of linear regression, such as mean regression and quantile regression. In this paper, we…