Robust self-tuning semiparametric PCA for contaminated elliptical distribution

Hung Hung, Su-Yun Huang, Shinto Eguchi

Principal component analysis (PCA) is one of the most popular dimension reduction methods. The usual PCA is known to be sensitive to the presence of outliers, and thus many robust…