A geometric framework for asymptotic inference of principal subspaces in PCA

Dimbihery Rabenoro, Xavier Pennec

In this article, we develop an asymptotic method for constructing confidence regions for the set of all linear subspaces arising from PCA, from which we derive hypothesis tests on…