Exploratory and Multivariate Data Analysis (Statistical Modeling and Decision Science) - Hardcover

Jambu, Michel

Hardcover

ISBN 10: 0123800900 ISBN 13: 9780123800909

Publisher: Academic Press, 1991

Synopsis

With a useful index of notations at the beginning, this book explains and illustrates the theory and application of data analysis methods from univariate to multidimensional and how to learn and use them efficiently. This book is well illustrated and is a useful and well-documented review of the most important data analysis techniques.

• Describes, in detail, exploratory data analysis techniques from the univariate to the multivariate ones
• Features a complete description of correspondence analysis and factor analysis techniques as multidimensional statistical data analysis techniques, illustrated with concrete and understandable examples
• Includes a modern and up-to-date description of clustering algorithms with many properties which gives a new role of clustering in data analysis techniques

About this title

Review

"The book is written in a rigorous and engaging style and invokes interest in correspondence analysis and related topics. It will be useful to all researchers engaged in statistical data analysis and will be a welcome addition to any library." --ZENT FUR MATHEMATIK UND IWE GRENZGEBIETE

Synopsis

With a useful index of notations at the beginning of this book, it explains and illustrates the theory and application of data analysis methods from univariate to multidimensional and how to learn and use them efficiently. It features a detailed description of exploratory data analysis techniques from the univariate to the multivariate ones; a complete description of correspondence analysis and factor analysis techniques as multidimensional statistical data analysis techniques, illustrated with concrete and understandable examples; and a modern and up-to-date description of clustering algorithms with many properties which gives a new role to clustering in data analysis techniques.

Edition details

• Publisher: Academic Press
• Publication date: 1991
• ISBN 10: 0123800900
• ISBN 13: 9780123800909
• Binding: Hardcover
• Language: English
• Number of pages: 432