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315423

Residuals Analysis of the Dirichlet Regression Models

Article

Last updated: 05 Jan 2025

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Abstract

Dirichler regression, besides logratio regression, has been widely used in modelling  compositional data. In  this paper, several approaches to compute residuals for dirichlet regression are considered. The graphical and quantitative properties of the proposed residuals are investigated. Finally , the techniques proposed are illustrated with two applications.

DOI

10.21608/esju.2008.315423

Keywords

Aitchison distance, compositional data, dirichlet regression, pseudo residuals

Volume

52

Article Issue

2

Related Issue

33788

Issue Date

2008-12-01

Receive Date

2008-07-31

Publish Date

2008-12-01

Page Start

109

Page End

120

Print ISSN

0542-1748

Online ISSN

2786-0086

Article File

ESJU_Volume 52_Issue 2_Pages 109-120.pdf

PDF . 324.5kB

Link

https://esju.journals.ekb.eg/article_315423.html

Detail API

https://esju.journals.ekb.eg/service?article_code=315423

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4

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

Residuals Analysis of the Dirichlet Regression Models

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Article

Created At

28 Dec 2024