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Multivariate statistical methods : a primer

서명/저자사항
Multivariate statistical methods : a primer
판사항
4th ed
발행사항
Boca Raton : CRC Press, Taylor & Francis Group, 2017
형태사항
xv, 253 p. : ill. ; 23 cm.
ISBN
9781138469426 9781498728966
주기사항
"A Chapman & Hall book." Includes bibliographical references and index
소장정보
위치등록번호청구기호 / 출력상태반납예정일
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책 소개
Multivariate Statistical Methods: A Primer provides an introductory overview of multivariate methods without getting too deep into the mathematical details. This fourth edition is a revised and updated version of this bestselling introductory textbook. It retains the clear and concise style of the previous editions of the book and focuses on examples from biological and environmental sciences. The major update with this edition is that R code has been included for each of the analyses described, although in practice any standard statistical package can be used. The original idea with this book still applies. This was to make it as short as possible and enable readers to begin using multivariate methods in an intelligent manner. With updated information on multivariate analyses, new references, and R code included, this book continues to provide a timely introduction to useful tools for multivariate statistical analysis.

Multivariate Statistical Methods: A Primer provides an introductory overview of multivariate methods without getting too deep into the mathematical details

목차

The Material of Multivariate Analysis. Matrix Algebra. Displaying Multivariate Data. Tests of Significance with Multivariate Data. Measuring and Testing Multivariate Distances. Principal Components Analysis. Factor Analysis. Discriminant Function Analysis. Cluster Analysis. Canonical Correlation Analysis. Multidimensional Scaling. Ordination. Epilogue.