Linear Models: An Integrated Approach: 6 - Rilegato

Jammalamadaka, Sreenivasa Rao; Sengupta, Debasis

Rilegato

ISBN 10: 9810245920 ISBN 13: 9789810245924

Casa editrice: World Scientific Pub Co Inc, 2003

Riassunto

Emphasizing statistical interpretation of complex algebraic results, Sengupta (Indian Statistical Institute) and Jammalamadaka (statistics, University of California-Santa Barbara) develop the basic theory 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)

Dettagli dell'edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2003
• Lingua: Inglese
• ISBN 10: 9810245920
• ISBN 13: 9789810245924
• Rilegatura: Copertina rigida
• Numero di pagine: 200
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile