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Linear Models in Statistics, 2nd Edition

ISBN: 978-0-471-75498-5
Hardcover
688 pages
January 2008, ©2008
List Price: US $189.25
Government Price: US $124.76
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Preface.

1. Introduction.

2. Matrix Algebra.

3. Random Vectors and Matrices.

4. Multivariate Normal Distribution.

5. Distribution of Quadratic Forms in y.

6. Simple Linear Regression.

7. Multiple Regression: Estimation.

8. Multiple Regression: tests of Hypotheses and Confidence Intervals.

9. Multiple Regression: Model Validation and Diagnostics.

10. Multiple Regression: random x's.

11. Multiple Regression: Bayesian Inference.

12. Analysis-of-Variance Models.

13. One-Way Analysis-of-Variance: balanced Case.

14. Two-Way Analysis-of Variance: Balanced Case.

15. Analysis-of-Variance: The Cell Means Model for Unbalanced Data.

16. Analysis-of-Covariance.

17. Linear Mixed Models.

18. Additional Models.

Appendix A. Answers and Hits to the Problems.

References.

Index.

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