A Novel EM-Type Algorithm to Estimate Semi-Parametric Mixtures of Partially Linear Models

Semi- and non-parametric mixture of normal regression models are a flexible class of mixture of regression models. These models assume that the component mixing proportions, regression functions and/or variances are non-parametric functions of the covariates. Among this class of models, the semi-par...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Sphiwe B. Skhosana, Salomon M. Millard, Frans H. J. Kanfer
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Subjects:	mixture of regressions EM algorithm partial linear models semi-parametric local likelihood label-switching
Online Access:	https://www.mdpi.com/2227-7390/11/5/1087