Chapter 12 Eigenvalue Decomposition

Eigenvalue decompositions play a fundamental role in statistics. This is particularly true in the case of multivariate analysis where eigenvalues of cross-product matrices (e.g. covariance matrices, correlations matrices) allow you to obtain simplified structures of data matrices.