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(2008). Residuals Analysis of the Dirichlet Regression Models. The Egyptian Statistical Journal, 52(2), 109-120. doi: 10.21608/esju.2008.315423
. "Residuals Analysis of the Dirichlet Regression Models". The Egyptian Statistical Journal, 52, 2, 2008, 109-120. doi: 10.21608/esju.2008.315423
(2008). 'Residuals Analysis of the Dirichlet Regression Models', The Egyptian Statistical Journal, 52(2), pp. 109-120. doi: 10.21608/esju.2008.315423
Residuals Analysis of the Dirichlet Regression Models. The Egyptian Statistical Journal, 2008; 52(2): 109-120. doi: 10.21608/esju.2008.315423

Residuals Analysis of the Dirichlet Regression Models

Article 4, Volume 52, Issue 2, December 2008, Page 109-120  XML PDF (316.92 K)
Document Type: Original Article
DOI: 10.21608/esju.2008.315423
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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.
Keywords
Aitchison distance; compositional data; dirichlet regression; pseudo residuals
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