Alternative confidence regions for canonical variate analysis

Abstract

Recent papers have questioned the appropriateness of the circular confidence regions often drawn around group mean points in canonical variate analysis and proposed improved elliptical regions. This paper develops new theoretical and bootstrap regions of an alternative type, with those constructed using parametric bootstrapping being shown by simulation to perform consistently well.