Title Linear model theory : univariate, multivariate, and mixed models / Keith E. Muller, Paul W. Stewart

Published Hoboken, N.J. : Wiley-Interscience ; Chichester : John Wiley [distributor], 2006

Copies

Location	Call no.	Vol.	Availability
MELB	519.5 Mul/Lmt		AVAILABLE

Description xiv, 410 pages ; 25 cm Series Wiley series in probability and statistics Wiley series in probability and statistics. 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 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) Author Stewart, Paul Wilder. LC no. 2006044266 ISBN 9780471214885 (hbk.) 0471214884 (hbk.)

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