Marden John I. Multivariate Statistics. Old School

Unpublished, 2015. — 358 p.Mathematical and methodological introduction to multivariate statistical analytics, including linear models, principal components, covariance structures, classification, and clustering, providing background for machine learning and big data study, with R.