This comprehensive presentation of multivariate statistical methods is not only a textbook of statistics in the classical sense, but also a handbook for anyone confronted with the evaluation and interpretation of complex data. The broad selection of methods, along with the demonstration of procedures through many illustrations and numerous concretely calculated examples from various application areas, distinguishes this book as an interdisciplinary work for students, scientists, and practitioners in all experimentally and empirically working fields.