Objective Bayesian Analysis for Spatial Regression Models
Objective posterior density for the NSR model
Objective prior density for the NSR model
Objective posterior density for the TSR model
Objective prior density for the TSR model
Marginal posterior density for a model.
Marginal posterior density for a model.
Bayesian estimation for the NSR model.
Prediction under Normal Objective Bayesian Analysis (OBA).
Summary of a nsroba object
Summary of a nsroba object
Bayesian estimation for the TSR model.
Prediction under Student-t Objective Bayesian Analysis (OBA).
It makes an objective Bayesian analysis of the spatial regression model using both the normal (NSR) and student-T (TSR) distributions. The functions provided give prior and posterior objective densities and allow default Bayesian estimation of the model regression parameters. Details can be found in Ordonez et al. (2020) <arXiv:2004.04341>.