Semiparametric Partial Common Principal Component Analysis for Covariance Matrices
Bingkai Wang, Xi Luo, Yi Zhao, Brian S. Caffo
This paper develops a semiparametric method for estimating shared eigenvectors in multiple covariance matrices and applies it to identify brain networks in fMRI data.