criteria {Bayesiangammareg}

Criteria for Comparison the Bayesian Gamma Regression.

Description

Performs the comparison criterias for the Bayesian Gamma regression

Usage

criteria(X, gammaresiduals)

Arguments

X

object of class matrix, with the independent variable for the mean.

gammaresiduals

object of class bayesiangammareg, with the residuals of the Bayesian Gamma regression, that can be calculated by the function gammaresiduals

Details

This function calculate the residuals of a Bayesian Gamma regression.

Value

deviance

the deviance criteria

AIC

the AIC criteria

BIC

the BIC criteria

Author(s)

Arturo Camargo Lozano [e-mail], Edilberto Cepeda-Cuervo [e-mail]

References

1. Cepeda-Cuervo E. (2001) Modelagem da variabilidade em modelos lineares generalizados. Ph.D. tesis. Instituto de Matematicas. Universidade Federal do Rio do Janeiro. 2. Cepeda-Cuervo E. and Gamerman D. (2005). Bayesian Methodology for modeling parameters in the two-parameter exponential family. Estadistica 57, 93 105. 3. Espinheira, P. L., Ferrari, S. L., and Cribari-Neto, F. On beta regression residuals. Journal of Applied Statistics 4. Cepeda-Cuervo E., Corrales, M., Cifuentes, M. V., and Zarate, H. (2016). On Gamma Regression Residuals.