Multivariate Stat Meth HD Data

Catalog description

Multivariate Statistical Methods for High-dimensional Data: General statistical techniques for multivariate data analysis of variance, principal component analysis, factor analysis, canonical correlation, singular value decomposition (SVD) and multi-dimensional scaling, classification and clustering procedures, recursive partition and tree-based methods, k-nearest meighbors (KNN), artificial neural networks (ANN), support vector machines (SVM), variable selection, latent variable methods, high-dimensional testing and manifold learning.