Roy’s largest root is one of the four most common tests in multivariate analysis of variance (MANOVA), with applications in many other problems, including signal detection in noise. The other three popular tests, namely Wilks Lambda, Hotelling-Lawley trace and Pillai-Bartlett trace, have been thoroughly studied, and accurate F-type approximations to their distributions have been derived. In...