Application of the ADMM Algorithm for a High-Dimensional Partially Linear Model

This paper focuses on a high-dimensional semi-parametric regression model in which a partially linear model is used for the parametric part and the B-spline basis function approach is used to estimate the unknown function for the non-parametric part. Within the framework of this model, the constrain...

Full description

Bibliographic Details
Main Authors: Aifen Feng, Xiaogai Chang, Youlin Shang, Jingya Fan
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/24/4767

Similar Items