A generalized information criterion for high-dimensional PCA rank selection

Hung Hung, Su-Yun Huang, Ching-Kang Ing

Principal component analysis (PCA) is the most commonly used statistical procedure for dimension reduction. An important issue for applying PCA is to determine the rank, which is t…