Biplots / Edition 1

Biplots / Edition 1

by J.C. Gower
     
 

ISBN-10: 0412716305

ISBN-13: 9780412716300

Pub. Date: 12/01/1995

Publisher: Taylor & Francis

Biplots are the multivariate analog of scatter plots, approximating the multivariate distribution of a sample in a few dimensions to produce a graphic display. In addition, they superimpose representations of the variables on this display so that the relationships between the sample and the variable can be studied. Like scatter plots, biplots are useful for

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Overview

Biplots are the multivariate analog of scatter plots, approximating the multivariate distribution of a sample in a few dimensions to produce a graphic display. In addition, they superimpose representations of the variables on this display so that the relationships between the sample and the variable can be studied. Like scatter plots, biplots are useful for detecting patterns and for displaying the results found by more formal methods of analysis.
In recent years the theory of biplots has been considerably extended. The approach adopted here is geometric, permitting a natural integration of well-known methods, such as components analysis, correspondence analysis, and canonical variate analysis as well as some newer and less well-known methods, such as nonlinear biplots and biadditive models.

Product Details

ISBN-13:
9780412716300
Publisher:
Taylor & Francis
Publication date:
12/01/1995
Series:
Chapman & Hall/CRC Monographs on Statistics & Applied Probability Series, #54
Pages:
280
Product dimensions:
5.60(w) x 8.60(h) x 0.70(d)
Age Range:
18 Years

Related Subjects

Table of Contents

Introduction. Principle Components Analysis. Other Linear Biplots. Multiple Correspondence Analysis. Canonical Biplots. Non-Linear Biplots. Generalized Biplots. Biadditive Models. Correspondence Analysis. Relationship between Correspondence Analysis and Multiple Correspondence Analysis. Other Plots. Appendix.

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