Description |
xiv, 410 pages ; 25 cm |
Series |
Wiley series in probability and statistics |
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Wiley series in probability and statistics.
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Contents |
1. Matrix algebra for linear models -- 2. The general linear univariate model -- 3. The general linear multivariate model -- 4. Generalizations of the multivariate linear model -- 5. The linear mixed model -- 6. Choosing the form of a linear model for analysis -- 7. General theory of multivariate distributions -- 8. Scalar, vector, and matrix Gaussian distributions -- 9. Univariate quadratic forms -- 10. Multivariate quadratic forms -- 11. Estimation for univariate and weighted linear models -- 12. Estimation for multivariate linear models -- 13. Estimation for generalizations of multivariate models -- 14. Estimation for linear mixed models -- 15. Tests for univariate linear models -- 16. Tests for multivariate linear models -- 17. Tests for generalizations of multivariate linear models -- 18. Tests for linear mixed models -- 19. A review of multivariate and univariate linear models -- 20. Sample size for univariate linear models |
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21. Sample size for multivariate linear models -- 22. Sample size for generalizations of multivariate models -- 23. Sample size for linear mixed models -- App. Computing resources |
Bibliography |
Includes bibliographical references (pages 393-404) and index |
Subject |
Linear models (Statistics)
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Author |
Stewart, Paul Wilder.
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LC no. |
2006044266 |
ISBN |
9780471214885 (hbk.) |
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0471214884 (hbk.) |
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