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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Autores:
Morán Vázquez, Raúl Alejandro
Giraldo Melo, Anlly Daniela
Mazo Lopera, Mauricio Alejandro
Tipo de recurso:
Article of investigation
Fecha de publicación:
2023
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/46080
Acceso en línea:
https://hdl.handle.net/10495/46080
Palabra clave:
Análisis de Regresión
Regression Analysis
Modelo matemático
Mathematical models
Distribución normal
Normal distribution
Skew-normal distribution
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_4ed623ba
https://id.nlm.nih.gov/mesh/D012044
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Rights
openAccess
License
http://creativecommons.org/licenses/by/4.0/