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Synopsis
Presents a system of multivariate analysis techniques in cases where statistical data may be of different measurement levels such as nominal, ordinal or interval. It covers methods of studying the stability of these techniques, including resampling by the bootstrap and jackknife and discusses sensitivity analysis through first-order approximations. The alternating least squares algorithm is used as a general model and treated in detail for the most important special cases. Among techniques covered are correspondence analysis, principal components analysis, canonical correlation analysis and various ordination techniques. The exposition also includes historical overviews, basic theoretical results, algorithmic efficiency and applications. Emphasis is placed on graphical display and nonlinear transformation of variables is used to obtain simple displays.
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About the Author
Albert Gifi is the author of Nonlinear Multivariate Analysis, published by Wiley.
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Nonlinear Multivariate Analysis
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Wiley & Sons, Incorporated, John, 1991
ISBN 10: 0471926205
ISBN 13: 9780471926207
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Hardcover
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Nonlinear Multivariate Analysis (Wiley Series in Probability and Statistics)
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Nonlinear Multivariate Analysis (Wiley Series in Probability and Statistics)
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Nonlinear Multivariate Analysis
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Nonlinear Multivariate Analysis. Wiley Probability and Statistics
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Wiley Series in Probability and Mathematical Statistics: Nonlinear Multivariate Analysis
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Nonlinear Multivariate Analysis (Wiley Series in Probability and Statistics)
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Nonlinear Multivariate Analysis (Wiley Series in Probability and Statistics)
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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1050grams, ISBN:0471926205. Seller Inventory # 8244146
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Nonlinear Multivariate Analysis
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Nonlinear Multivariate Analysis (Wiley Series in Probability and Statistics)
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