Inference on the proportion of variance explained in principal component analysis

Ronan Perry, Snigdha Panigrahi, Jacob Bien +1

Principal component analysis (PCA) is a longstanding and well-studied approach for dimension reduction. It rests upon the assumption that the underlying signal in the data has low…