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Mixed Models: Theory and Applications
ISBN: 978-0-471-60161-6
Hardcover
736 pages
August 2004
US $126.50 Add to Cart

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  • Description
  • Table of Contents
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Preface.

1. Introduction: Why Mixed Models?

2. MLE for LME Model.

3. Statistical Properties of the LME Model.

4. Growth Curve Model and Generalizations.

5. Meta-analysis Model.

6. Nonlinear Marginal Model.

7. Generalized Linear Mixed Models.

8. Nonlinear Mixed Effects Model.

9. Diagnostics and Influence Analysis.

10. Tumor Regrowth Curves.

11. Statistical Analysis of Shape.

12. Statistical Image Analysis.

13. Appendix: Useful Facts and Formulas.

References.

Index.

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