Alternative estimation methods that exploit different distributional assumptions are now available. This paper deals with issues of asymptotic statistical inferences, such as the evaluation of ...

This paper studies the asymptotic power of tests of sphericity against perturbations in a single unknown direction as both the dimensionality of the data and the number of observations go to infinity.