Correspondence analysis in practice
著者
書誌事項
Correspondence analysis in practice
Academic Press, c1993
大学図書館所蔵 全13件
注記
Includes bibliographical references (p. 179-180) and index.
内容説明・目次
内容説明
This manual sets out to teach students and researchers how to translate complex tabular data into more readable graphical form through the use of relatively non-mathematical techniques. Using a course format, augmented with tables and diagrams, the book aims to provide a practical knowledge of correspondence analysis. The book is divided into twenty modules, each one listing the essential items to be taught and dealing with the material step by step. Topics covered include scatterplots and maps, reduction of dimensionality, optimal scaling, symmetry of row and column analyses, biplot interpretation, analyzing multiway tables, homogeneity analysis, ratings and doubling and stablity of maps. Each module concludes with a summary of the main points.
目次
- Scatterplots and maps
- profiles and the profile space
- masses and centroilds
- inertia and the chi-squared distance
- plotting chi-squared distances
- reduction of dimensionality
- optimal scaling
- symmetry of row and column analyses
- two-dimensional displays
- more examples
- row and column contributions
- supplementary points
- biplot interpretation
- cluster rows and columns
- analyzing multiway tables
- joint correspondence analysis
- multiple correspondence analysis
- homogeneity analysis
- ratings and doubling
- stability of maps.
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