Comparison of Full Bayes and Bayes-Least Square Criteria for Normal Discrimination

This paper investigates the problem of discrimination between two normal populations with common dispersion matrix, using a natural conjugate prior. It is shown that the Bayesian discriminant is asymptotically equivalent to a sample-based discriminant when the number of observed variables is allowed to tend to infinity.