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Linear Models : An Integrated Approach - Debasis  Sengupta

Linear Models

An Integrated Approach

By: Debasis Sengupta, S Rao Jammalamadaka

Hardcover | 4 March 2003

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This text 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.

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

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