3 papers
stat.ME2026
Semismooth Newton Augmented Lagrangian Algorithm for Adaptive Lasso Penalized Least Squares in Semiparametric Regression
Peili Li, Yunhai Xiao, Meixia Yang +1
This paper is concerned with a partially linear semiparametric regression model containing an unknown regression coefficient, an unknown nonparametric function, and an unobservable…
stat.ME2025
Quantile regression with generalized multiquadric loss function
Wenwu Gao, Dongyi Zheng, Hanbing Zhu
Quantile regression (QR) is now widely used to analyze the effect of covariates on the conditional distribution of a response variable. It provides a more comprehensive picture of…
stat.ME2025
Generalized Estimating Equations for Hearing Loss Data with Specified Correlation Structures
Zhuoran Wei, Hanbing Zhu, Sharon Curhan +2
Due to the nature of pure-tone audiometry test, hearing loss data often has a complicated correlation structure. Generalized estimating equation (GEE) is commonly used to investiga…