Influence diagnostics in beta regression
Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
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Data(s) |
20/10/2012
20/10/2012
2008
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Resumo |
We consider the issue of assessing influence of observations in the class of beta regression models, which is useful for modelling random variables that assume values in the standard unit interval and are affected by independent variables. We propose a Cook-like distance and also measures of local influence under different perturbation schemes. Applications using real data are presented. (c) 2008 Elsevier B.V.. All rights reserved. |
Identificador |
COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.52, n.9, p.4417-4431, 2008 0167-9473 http://producao.usp.br/handle/BDPI/30533 10.1016/j.csda.2008.02.028 |
Idioma(s) |
eng |
Publicador |
ELSEVIER SCIENCE BV |
Relação |
Computational Statistics & Data Analysis |
Direitos |
restrictedAccess Copyright ELSEVIER SCIENCE BV |
Palavras-Chave | #LOCAL INFLUENCE #PROPORTIONS #MODELS #Computer Science, Interdisciplinary Applications #Statistics & Probability |
Tipo |
article original article publishedVersion |