Robust mixture regression modeling based on two-piece scale mixtures of normal distributions

The inference of mixture regression models (MRM) is traditionally based on the normal (symmetry) assumption of component errors and thus is sensitive to outliers or symmetric/asymmetric lightly/heavy-tailed errors. To deal with these problems, some new mixture regression models have been proposed re...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Advances in data analysis and classification 2023-03, Vol.17 (1), p.181-210
Hauptverfasser: Zarei, Atefeh, Khodadadi, Zahra, Maleki, Mohsen, Zare, Karim
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!