Multivariate Data Analysis-in Practice 5 Edition + CD

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Multivariate Data Analysis-in Practice 5 Edition + CD

Multivariate Data Analysis in practice adopts a practical, non-mathematical approach to multivariate data analysis. The book's principal objective is to provide a conceptual framework for multivariate data analysis techniques, enabling the reader to apply these in his or her own field. This easy to read, step-by-step instruction book for multivariate data analysis covers all the basics up to and including advanced validation issues and complex designs of experiments. Real-world examples guide the practitioner in comprehending the application of multivariate statistical analysis. Professionals requiring some statistical knowledge or analysis also use this self-study across industries. Tutorial exercises based on data drawn from real-world applications are used throughout the book to illustrate the use of the techniques introduced, providing the reader with a working knowledge of modern multivariate data analysis. All exercises use The Unscambler.

The book focuses on the practical application of multivariate techniques such as PCA, PCR, and PLS, Non-mathematical approach - ideal for analysts with little or no background in statistics, step by step introduction of new concepts and techniques promotes ease of learning, theory supported by practical hands-on exercises based on real-world data and numerous worked examples. A full training copy of the The Unscambler including data sets for the exercises is available.

It is an excellent self-study text for scientists, chemists and engineers of all disciplines-statisticians or non-statisticians wishing to exploit the power of modern multivariate methods.