Exploratory and Multivariate Data Analysis

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis
Cover of the book Exploratory and Multivariate Data Analysis by Michel Jambu, Elsevier Science
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Author: Michel Jambu ISBN: 9780080923673
Publisher: Elsevier Science Publication: September 9, 1991
Imprint: Academic Press Language: English
Author: Michel Jambu
ISBN: 9780080923673
Publisher: Elsevier Science
Publication: September 9, 1991
Imprint: Academic Press
Language: English

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
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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 is a useful and well-documented review of the most important data analysis techniques.

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