Influence diagnostics in beta regression


Autoria(s): ESPINHEIRA, Patricia L.; FERRARI, Silvia L. P.; CRIBARI-NETO, Francisco
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

20/10/2012

20/10/2012

2008

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

http://dx.doi.org/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