Principal Component Analysis on non-Gaussian Dependent Data

Fang Han, Han Liu

Abstract: In this paper, we analyze the performance of a semiparametric principal component analysis named Copula Component Analysis (COCA) (Han & Liu, 2012) when the data are dependent. The semiparametric m...