Linear Models: An Integrated Approach - Hardcover

Jammalamadaka, Sreenivasa Rao; Sengupta, Debasis

 
9789810245924: Linear Models: An Integrated Approach
Hardcover
ISBN 10: 9810245920 ISBN 13: 9789810245924
Publisher: World Scientific Pub Co Inc, 2003

Synopsis

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)

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From the Publisher

Readership: Researchers, lecturers and postgraduates in statistics and applied mathematics

Review

"The broad scope of linear model topics covered by the book has a very well-written and unified presentation.?

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Publisher
World Scientific Pub Co Inc
Publication date
2003
Language
English
ISBN 10 
9810245920
ISBN 13 
9789810245924
Binding
Hardcover
Number of pages
644