Robust Principal Component Analysis Using Statistical Estimators

Peratham Wiriyathammabhum, Boonserm Kijsirikul

Principal Component Analysis (PCA) finds a linear mapping and maximizes the variance of the data which makes PCA sensitive to outliers and may cause wrong eigendirection. In this p…