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. Series: Wiley Series in Probability and Statistics. Num Pages: 602 pages, 170 figures, tables, index. BIC Classification: PBT; UY. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 239 x 167 x 38. Weight in Grams: 998. . 1990. 1st Edition. Hardcover. . . . .

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Bibliographic Details

Title: Nonlinear Multivariate Analysis
Publisher: John Wiley and Sons Ltd
Publication Date: 1990
Language: English
ISBN 10: 0471926205
ISBN 13: 9780471926207
Binding: Hardcover
Edition: 1st Edition
Condition: New

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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.

About the Author

Albert Gifi is the author of Nonlinear Multivariate Analysis, published by Wiley.

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