Nonlinear multivariate analysis

＜図書＞
Nonlinear multivariate analysis

責任表示	Albert Gifi
シリーズ	Wiley series in probability and mathematical statistics ; . Probability and mathematical statistics
データ種別	図書
出版情報	Chichester ; New York : Wiley , c1990
本文言語	英語
大きさ	xx, 579 p. : ill., port. ; 24 cm
概要	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 sta...ility 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. 続きを見る

一般注記	Bibliography: p. 531-559 Includes indexes
著者標目	*Gifi, Albert
件　名	LCSH:Multivariate analysis LCSH:Nonlinear theories
分　類	LCC:QA278 DC20:519.5/35
書誌ID	1000029897
ISBN	0471926205
NCID	BA1030324X
巻冊次	ISBN:0471926205 ; PRICE:$69.90 (U.S.)
登録日	2009.09.10
更新日	2009.11.02