Quantile Estimation Using the Log-Skew-Normal Linear Regression Model with Application to Children’s Weight Data

Quantile Estimation Using the Log-Skew-Normal Linear Regression Model with Application to Children’s Weight Data

In this article, we establish properties that relate quantiles of the log-skew-normal distribution to its parameters, allowing us to investigate the relationship between quantiles of a positive skewed response variable and a set of explanatory variables via the log-skew-normal linear regression mode...

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Bibliographic Details
Main Authors: Raúl Alejandro Morán-Vásquez, Anlly Daniela Giraldo-Melo, Mauricio A. Mazo-Lopera
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Mathematics
Subjects:
child growth standards
non-normal regression models
quantile modeling
skew-normal distribution
Online Access:https://www.mdpi.com/2227-7390/11/17/3736

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