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Linear Models : An Integrated Approach - Debasis  Sengupta

Linear Models

An Integrated Approach

By: Debasis Sengupta, Sreenivasa 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.

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

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