Introduction to Multivariate Analysis - 9780367576134

CRC Press

Introduction to Multivariate AnalysisLinear and Nonlinear Modeling\nAuthor(s): Sadanori Konishi\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9780367576134, 978-0367576134\nSynopsis\nSelect the Optimal Model for Interpreting Multivariate Data\n\nIntroduction to Multivariate Analysis: Linear and Nonlinear Modeling shows how multivariate analysis is widely used for extracting useful information and patterns from multivariate data and for understanding the structure of random phenomena. Along with the basic concepts of various procedures in traditional multivariate analysis, the book covers nonlinear techniques for clarifying phenomena behind observed multivariate data. It primarily focuses on regression modeling, classification and discrimination, dimension reduction, and clustering.\n\nThe text thoroughly explains the concepts and derivations of the AIC, BIC, and related criteria and includes a wide range of practica.