Quantile Estimation Based on the Log-Skew-<i>t</i> Linear Regression Model: Statistical Aspects, Simulations, and Applications

We propose a robust linear regression model assuming a log-skew-<i>t</i> distribution for the response variable, with the aim of exploring the association between the covariates and the quantiles of a continuous and positive response variable under skewness and heavy tails. This model includes the l...

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Detalhes bibliográficos

Principais autores:	Raúl Alejandro Morán-Vásquez, Anlly Daniela Giraldo-Melo, Mauricio A. Mazo-Lopera
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-07-01
coleção:	Stats
Assuntos:	quantile regression robust regression log-skew-t distribution income data
Acesso em linha:	https://www.mdpi.com/2571-905X/8/3/58
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