Linear Models: An Integrated Approach - Couverture rigide

Jammalamadaka, S Rao; Sengupta, Debasis

 
9789810245924: Linear Models: An Integrated Approach

Synopsis

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.This book has the following special features:

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