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<図書>
Linear models : an integrated approach

責任表示 Debasis Sengupta, Sreenivasa Rao Jammalamadaka
シリーズ Series on multivariate analysis ; v. 6
データ種別 図書
出版情報 Singapore : World Scientific , c2003
本文言語 英語
大きさ xxi, 622 p. : ill. ; 24 cm
概要 Emphasizing statistical interpretation of complex algebraic results, Sengupta (Indian Statistical Institute) and Jammalamadaka (statistics, University of California-Santa Barbara) develop the basic th...ory of linear models using the linear zero function and the principle of covariance adjustment. Geometric arguments are involved as needed, and a review of vector spaces and matrices is provided to make the treatment self-contained. Complex, matrix-algebraic methods, such as those used in the rank-deficient case, are replaced by statistical proofs that show the parallels with the simple linear model. Familiarity with statistical inference and linear algebra at the upper division or first-year graduate level is required. Mastery of algebra is not a prerequisite. Annotation ©2006 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報



理系図3F 数理独自 SENG/5/1 2003
023212003003085

書誌詳細

一般注記 Bibliography: p. 587-606
Includes index
著者標目 Sengupta, Debasis
Jammalamadaka, Sreenivasa Rao
書誌ID 1001402914
ISBN 9810245920
NCID BA61931104
巻冊次 ISBN:9810245920
登録日 2009.11.02
更新日 2009.11.02