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Author Hair, Joseph F. Jr, author.

Title Multivariate data analysis / Joseph F. Hair, Jr., William C. Black, Barry J. Babin, Rolph E. Anderson.

Published Harlow Pearson Education Limited, [2014]


Location Call No. Status
 UniM Giblin Eunson  519.535 HAIR    AVAILABLE
 UniM ERC  519.535 HAIR    AVAILABLE
Edition Seventh edition, Pearson new international edition.
Physical description ii, 734 pages : illustrations ; 28 cm.
Series Always Learning
Always learning
Bibliography Includes bibliographical references and index.
Contents 1. Overview of multivariate methods -- 2. Examining your data -- 3. Exploratory factor analysis -- 4. Multiple regression analysis -- 5. Multiple discriminate analysis -- 6. Logistic regression: regression with a binary dependent variable -- 7. Conjoint analysis -- 8. Cluster analysis -- 9. Multidimensional scaling -- 10. Analyzing nominal data with correspondence analysis -- 11. Structural equationa modeling overview -- 12. Confirmatory factor analysis -- 13. Testing structural equations model -- 14. MANOVA and GLM.
Summary For over 30 years, this text has provided students with the information they need to understand and apply multivariate data analysis. This text provides an applications-oriented introduction to multivariate analysis for the non-statistician. By reducing heavy statistical research into fundamental concepts, the text explains to students how to understand and make use of the results of specific statistical techniques. In this revision, the organization of the chapters has been greatly simplified. New chapters have been added on structural equations modeling, and all sections have been updated to reflect advances in technology, capability, and mathematical techniques.
Other author Black, William C., author.
Babin, Barry J., author.
Anderson, Rolph E., author.
Subject Multivariate analysis -- Data processing.
Multivariate analysis -- Statistics.
ISBN 9781292021904 (paperback)
129202190X (paperback)