On beta regression residuals


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 propose two new residuals for the class of beta regression models, and numerically evaluate their behaviour relative to the residuals proposed by Ferrari and Cribari-Neto. Monte Carlo simulation results and empirical applications using real and simulated data are provided. The results favour one of the residuals we propose.

Identificador

JOURNAL OF APPLIED STATISTICS, v.35, n.4, p.407-419, 2008

0266-4763

http://producao.usp.br/handle/BDPI/30434

10.1080/02664760701834931

http://dx.doi.org/10.1080/02664760701834931

Idioma(s)

eng

Publicador

ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD

Relação

Journal of Applied Statistics

Direitos

restrictedAccess

Copyright ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD

Palavras-Chave #beta distribution #beta regression #maximum likelihood estimation #proportions #residuals #PROPORTIONS #Statistics & Probability
Tipo

article

original article

publishedVersion