(invented in the last quarter of the 19th century), eigenvalue decomposition (EVD) of X^TX in linear algebra, factor analysis (for a discussion of the differences between PCA and factor analysis see Ch. 7 of Jolliffe's Principal Component Analysis), Eckart-Young theorem (Harman, 1960), or empirical orthogonal functions (EOF) in meteorological