The supplementary material further discusses the result found in Section 3.2 of Chapter 3, i.e. the fact that for an unconstrained VAR, the ML and OLS estimators are the same under the assumption of Gaussian innovations.
Click on the link below to open the PDF version of the appendix.
Essentials of Time Series for Financial Applications 