A robust PCA based on MCD estmator is put forward in this paper.Simulations and empirical study prove that it is very effective in resistance of outliers.

• 本文基于MCD估计提出一种稳健的主成分分析方法，模拟和实证分析结果表明，该方法对于抵抗异常值有很好的效果。