Nonlinear Multivariate Analysis

Gifi, Albert

ISBN 10: 0471926205 / ISBN 13: 9780471926207

Verlag: Wiley & Sons, Incorporated, John, 1991

Former library book; may include library markings. Used book that is in clean, average condition without any missing pages. Bestandsnummer des Verkäufers 47602488-75

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor:

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

Bibliografische Details

Titel: Nonlinear Multivariate Analysis
Verlag: Wiley & Sons, Incorporated, John
Erscheinungsdatum: 1991
Einband: Hardcover
Zustand: Good