Applied Multivariate Analysis

Authors: Bernstein, Ira H.

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About this book

Like most academic authors, my views are a joint product of my teaching and my research. Needless to say, my views reflect the biases that I have acquired. One way to articulate the rationale (and limitations) of my biases is through the preface of a truly great text of a previous era, Cooley and Lohnes (1971, p. v). They draw a distinction between mathematical statisticians whose intel­ lect gave birth to the field of multivariate analysis, such as Hotelling, Bartlett, and Wilks, and those who chose to "concentrate much of their attention on methods of analyzing data in the sciences and of interpreting the results of statistical analysis . . . . (and) . . . who are more interested in the sciences than in mathematics, among other characteristics. " I find the distinction between individuals who are temperamentally "mathe­ maticians" (whom philosophy students might call "Platonists") and "scientists" ("Aristotelians") useful as long as it is not pushed to the point where one assumes "mathematicians" completely disdain data and "scientists" are never interested in contributing to the mathematical foundations of their discipline. I certainly feel more comfortable attempting to contribute in the "scientist" rather than the "mathematician" role. As a consequence, this book is primarily written for individuals concerned with data analysis. However, as noted in Chapter 1, true expertise demands familiarity with both traditions.

Table of contents (12 chapters)

  • Introduction and Previe

    Bernstein, Ira H. (et al.)

    Pages 1-21

  • Some Basic Statistical Concepts

    Bernstein, Ira H. (et al.)

    Pages 22-56

  • Some Matrix Concepts

    Bernstein, Ira H. (et al.)

    Pages 57-88

  • Multiple Regression and Correlation—Part 1. Basic Concepts

    Bernstein, Ira H. (et al.)

    Pages 89-120

  • Multiple Regression and Correlation—Part 2. Advanced Applications

    Bernstein, Ira H. (et al.)

    Pages 121-156

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-1-4613-8740-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-1-4613-8742-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Applied Multivariate Analysis
Authors
Copyright
1988
Publisher
Springer-Verlag New York
Copyright Holder
Springer-Verlag New York Inc.
eBook ISBN
978-1-4613-8740-4
DOI
10.1007/978-1-4613-8740-4
Softcover ISBN
978-1-4613-8742-8
Edition Number
1
Number of Pages
XIX, 508
Topics