On the asymptotic properties of product-PCA under the high-dimensional setting

Hung Hung, Chi-Chun Yeh, Su-Yun Huang

Principal component analysis (PCA) is a widely used dimension reduction method, but its performance is known to be non-robust to outliers. Recently, product-PCA (PPCA) has been sho…