Volume 15, Number 1 (2016) | JIRSS 2016, 15(1): 29-44 | Back to browse issues page

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Cepeda-Cuervo‎ E, Corrales M, Cifuentes‎ ‎ V, Zarate ‎. On Gamma Regression Residuals. JIRSS. 2016; 15 (1) :29-44
URL: http://jirss.irstat.ir/article-1-368-en.html

‎Departamento de Estadi‎‎‎‎‏stica‎, ‎Universidad Nacional de Colombia
Abstract:   (866 Views)

In this paper, ‎we propose new residuals for gamma regression models, ‎assuming that both mean and shape parameters follow regression structures. The  models are summarized and fitted by applying both classic and Bayesian methods as proposed by Cepeda-Cuervo (2001). The residuals are proposed from properties of the biparametric exponential family of distributions. ‎Simulated and real data sets‎ ‎are analyzed to determine the performance and behavior of the proposed residuals. ‎

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Type of Study: Original Paper | Subject: 62Fxx: Parametric inference
Received: 2016/08/3 | Accepted: 2016/08/3 | Published: 2016/08/3

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