summary.Bayesiantreg: summary of the Bayesian t regression

In Bayesiantreg: Bayesian t Regression for Modeling Mean and Scale Parameters

summary of the Bayesian t regression

Description

Summarized the Bayesian Bayesian t Regression: joint mean and variance modeling and estimation of the degrees of freedom

Usage

## S3 method for class 'Bayesiantreg'
summary(object, ...)

Arguments

object	an object of class Bayesiantreg
...	not used.

Value

call	Call
coefficients	Coefficients.
AIC	AIC of the model.
BIC	BIC of the model.
DIC	BIC of the model.
PseudoDeviance	Pseudo deviance criteria of the model as is proposed by Marin and Cepeda (_).

Author(s)

Margarita Marin [e-mail], Edilberto Cepeda-Cuervo [e-mail]

References

1. Marin and Cepeda-Cuervo (_). A Bayesian regression model for the non-standardized t distribution with location, scale and degrees of freedom parameters. Unpublished

2. Cepeda-Cuervo E. (2001). Modelagem da variabilidade em modelos lineares generalizados. Unpublished Ph.D. tesis. Instituto de Matematicas. Universidade Federal do Rio do Janeiro.

3. Cepeda C., E. and Gamerman D. (2001). Bayesian Modeling of Variance Heterogeneity in Normal Regression Models. Brazilian Journal of Probability and Statistics. 14, 207-221

Bayesiantreg documentation built on May 29, 2024, 6:44 a.m.