Application of LADMM and As-LADMM for a High-Dimensional Partially Linear Model

This paper mainly studies the application of the linearized alternating direction method of multiplier (LADMM) and the accelerated symmetric linearized alternating direction method of multipliers (As-LADMM) for high dimensional partially linear models. First, we construct a <inline-formula><math xml...

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Hauptverfasser:	Aifen Feng, Xiaogai Chang, Jingya Fan, Zhengfen Jin
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2023-10-01
Schriftenreihe:	Mathematics
Schlagworte:	partially linear model <i>l</i><sub>1</sub>-penalty estimation LADMM As-LADMM
Online-Zugang:	https://www.mdpi.com/2227-7390/11/19/4220
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