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Parametric Quantile Beta Regression Model
Journal article

Parametric Quantile Beta Regression Model

Abstract

Summary In this paper, we develop a fully parametric quantile regression model based on the generalised three‐parameter beta (GB3) distribution. Beta regression models are primarily used to model rates and proportions. However, these models are usually specified in terms of a conditional mean. Therefore, they may be inadequate if the observed response variable follows an asymmetrical distribution. In addition, beta regression models do not …

Authors

Bourguignon M; Gallardo DI; Saulo H

Journal

International Statistical Review, Vol. 92, No. 1, pp. 106–129

Publisher

Wiley

Publication Date

4 2024

DOI

10.1111/insr.12564

ISSN

0306-7734

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