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Analysis of Categorical Data: Dual Scaling and Its Applications by Shizuhiko Nishisato 9781487578909

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Description

This volume presents a unified and up-to-date account of the theory and methods of applying one of the most useful and widely applicable techniques of data analysis, 'dual scaling.' It addresses issues of interest to a wide variety of researchers concerned with data that are categorical in nature or by design: in the life sciences, the social sciences, and statistics.
The eight chapters introduce the nature of categorical data and concept of dual scaling and present the applications of dual scaling to different forms of categorical data: the contingency table, the response-frequency table, the response-pattern table for multiple-choice data, ranking and paired comparison data, multidimensional tables, partially ordered and successively ordered categories, and incomplete data. The book also includes appendices outlining a minimum package of matrix calculus and a small FORTRAN program.
Clear, concise, and comprehensive, Analysis of Categorical Data will be a useful textbook or handbook for students and researcher in a variety of fields.

About the Author
SHIZUHIKO NISHISATO is a member of the Department of Measurement, Evaluation and Computer Applications at the Ontario Institute for Studies in Education (OISE) and a member of the Department of Educational Theory at the University of Toronto.


Book Information
ISBN 9781487578909
Author Shizuhiko Nishisato
Format Paperback
Page Count 292
Imprint University of Toronto Press
Publisher University of Toronto Press
Weight(grams) 420g
Dimensions(mm) 229mm * 152mm * 25mm

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