Bayesian Inference of a Multivariate Regression Model

Figure 1

Comparison of the approximate likelihood (normalized) with the exact likelihood (normalized) for covariance matrices of dimensions = 3, 5, and 10, and sample sizes = 20, 100, 500, and 5000. The histogram is the normalized likelihood and the dashed curve is the approximate normalized likelihood.