Multivariate statistics : a practical approach
著者
書誌事項
Multivariate statistics : a practical approach
Chapman and Hall, 1988
- : pbk
- タイトル別名
-
Angewandte multivariate Statistik
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注記
Rev. translation of: Angewandte multivariate Statistik. Stuttgart : Gustav Fischer Verlag, 1983
Bibliography: p. [288]-291
Includes index
内容説明・目次
内容説明
This book introduces selected methods of multivariate statistical analysis at a non-technical level. Emphasis is on verbal and graphical illustrations of the basic principles underlying multivariate techniques rather than mathematical details. It is designed for those who wish to increase their understanding of multivariate methods without having to master the mathematical theory on which they are based. The graphical aids incorporated in the text means this book may be of use to teachers of undergraduate statistics courses and for scientists who use multivariate methods for data analysis. This book should also be of interest to undergraduate statistics students.
目次
The Preface. The Data. Univariate Plots and Descriptive Statistics. Scatterplot, Correlation and Covariance. Face Plots. Multiple Linear Regression. Linear Combinations. Linear Discriminant Analysis for Two Groups. Identification Analysis. Specification Analysis. Principle Component Analysis. Comparing the Covariance Structures of Two Groups. Exercises. Mathematical Appendix. Reference. Index.
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