| 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 Unpublished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 Unpublished Ph.D. tesis.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