Linear Models: An Integrated Approach
Seiten
2003
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-4592-4 (ISBN)
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-4592-4 (ISBN)
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.
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:
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:
Review of Linear Algebra; Review of Statistical Results; Estimation in the Linear Model; Further Inference in the Linear Model; Analysis of Variance in Basic Designs; General Linear Model; Misspecified or Unknown Dispersion; Updates in the General Linear Model; Multivariate Linear Model; Linear Inference -- Other Perspectives.
| Erscheint lt. Verlag | 4.3.2003 |
|---|---|
| Reihe/Serie | Series On Multivariate Analysis ; 6 |
| Verlagsort | Singapore |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| ISBN-10 | 981-02-4592-0 / 9810245920 |
| ISBN-13 | 978-981-02-4592-4 / 9789810245924 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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