Foundations of Multivariate Learning
Many modern scientific studies record more variables than observations. A single experiment may measure thousands of quantities while collecting only hundreds of samples. Inthis regime the classical multivariate toolbox stops working. Principal component analysis,the standard tool for keeping the few strongest patterns...