Robust Mixture Regression Based on the Mixture of Slash Distributions

The traditional estimation of Mixture regression models is based on the normal assumption of component errors and thus is sensitive to outliers and heavy-tailed errors. In this paper, we propose a robust Mixture regression models in which a mixture of slash distributions is assumed for the errors. U...

Cijeli opis

Bibliografski detalji

Glavni autori:	Hadi Saboori, Ghobad Barmalzan, Mahdi Doostparast
Format:	Artigo
Jezik:	Inglês
Izdano:	Springer 2020-04-01
Serija:	Journal of Statistical Theory and Applications (JSTA)
Teme:	EM algorithm Normal mixture regression Outliers Slash distribution
Online pristup:	https://www.atlantis-press.com/article/125938630/view
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!