Modeling Environmental Pollution Using Varying-Coefficients Quantile Regression Models under Log-Symmetric Distributions

Modeling Environmental Pollution Using Varying-Coefficients Quantile Regression Models under Log-Symmetric Distributions

Many phenomena can be described by random variables that follow asymmetrical distributions. In the context of regression, when the response variable <i>Y</i> follows such a distribution, it is preferable to estimate the response variable for predictor values using the conditional median....

Full description

Bibliographic Details
Main Authors: Luis Sánchez, Germán Ibacache-Pulgar, Carolina Marchant, Marco Riquelme
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Axioms
Subjects:
local influence techniques
log-symmetric distributions family
PM2.5 levels
quantile regression
semiparametric models
Online Access:https://www.mdpi.com/2075-1680/12/10/976

Internet

https://www.mdpi.com/2075-1680/12/10/976

Similar Items