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Exploratory and Multivariate Data Analysis

Sprache: Englisch.
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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… weiterlesen
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Produktdetails

Titel: Exploratory and Multivariate Data Analysis
Autor/en: Michel Jambu

ISBN: 0123800900
EAN: 9780123800909
Sprache: Englisch.
ACADEMIC PR INC

August 1991 - gebunden - 432 Seiten

Beschreibung

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.
Key Features* 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

Inhaltsverzeichnis

General Presentation. Statistical Data Exploration. 1-D Statistical Data Analysis. 2-D Statistical Data Analysis. N-D Statistical Data Analysis. Factor Analysis of Individuals-Variables Data Sets. Principal Components Analysis. 2-D Correspondence Analysis. N-D Correspondence Analysis. Classification of Individuals-Variables Data Sets. Classification and Analysis of Proximities Data Sets. Computer Aspects of Advanced Exploratory Data Analysis. Appendix 1: List of Notations. Appendix 2: Reference Data Sets. References. Author Index. Subject Index. Data Analysis News.

Pressestimmen

"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

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