Bayesian analysis in multivariate regression models with conjugate priors

Abstract

In this paper, we consider the full rank multivariate regression model with matrix elliptically contoured distributed errors. We formulate a conjugate prior distribution for matrix elliptical models and derive the posterior distributions of mean and scale matrices. In the sequel, some characteristics of regression matrix parameters are also proposed.

Publication
Statistics
Mina Norouzirad
Mina Norouzirad
Researcher

A dedicated researcher and educator in the field of statistics