Linear Models: An Integrated Approach

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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 als o 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.This book has the following special features:Format: HardcoverNo of Pages: 644Imprint: World ScientificPublication date: 20030304Series: Series On Multivariate Analysis Show more