summary.Bayesiantreg {Bayesiantreg}R Documentation

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 mmarinj@unal.edu.co, Edilberto Cepeda-Cuervo ecepedac@unal.edu.co

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 Unpublished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 Unpublished Ph.D. tesis.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


[Package Bayesiantreg version 1.0.1 Index]