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Linear Models

An Integrated Approach

Linear Models by Debasis Sengupta
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Linear Models: An Integrated Approach aims to provide a clear and deep understanding of the general linear model using simple statistical ideas. Elegant geometric arguments are also invoked 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 are more transparent and that show the parallels with the simple linear model.
World Scientific Publishing Company; January 2003
646 pages; ISBN 9789814491266
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Title: Linear Models
Author: Debasis Sengupta; Sreenivasa Rao Jammalamadaka