Linear Models: An Integrated Approach (Series on Multivariate Analysis, Band 6) - Hardcover

Jammalamadaka, Sreenivasa Rao; Sengupta, Debasis

Hardcover

ISBN 10: 9810245920 ISBN 13: 9789810245924

Verlag: World Scientific Publishing Co Pte Ltd, 2003

Inhaltsangabe

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)

Details zur Ausgabe

• Verlag: World Scientific Publishing Co Pte Ltd
• Erscheinungsdatum: 2003
• Sprache: Englisch
• ISBN 10: 9810245920
• ISBN 13: 9789810245924
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 200
• Kontakt zum Hersteller: Nicht verfügbar
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