Linear models : an integrated approach
著者
書誌事項
Linear models : an integrated approach
（Series on multivariate analysis, v. 6）
World Scientific, c2003
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注記
Bibliography: p. 587-606
Includes index
内容説明・目次
内容説明
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:
目次
- 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.
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