TY - BOOK AU - Koch,Inge TI - Analysis of multivariate and high-dimensional data T2 - Cambridge Seris in Statistical and Probabilistic Mathematics SN - 9780521887939 U1 - SA.07 PY - 2014/// CY - New York PB - CUP KW - Statistics KW - Multivariate Analysis KW - High-Dimensional Data N1 - Includes bibliography and index; Classical methods -- Principal component analysis -- Cannonical correlation analysis -- Discriminant analysis -- Norms proximities features and dualities -- Cluster analysis -- Factor analysis -- Multidimensional scaling -- Towards non-gaussianity -- Independent component analysis -- Projection pursuit -- kernel and more independent component methods -- Feature selection and principal component analysis revisited ER -