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Nonparametric Regression Methods for Longitudinal Data Analysis: Mixed-Effects Modeling Approaches

Hulin Wu, Jin-Ting Zhang
ISBN: 978-0-471-48350-2
Hardcover
400 pages
April 2006
List Price: US $160.25
Government Price: US $110.68
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Preface.

Acronyms.

1. Introduction.

2. Parametric Mixed-Effects Models.

3. Nonparametric Regression Smoothers.

4. Local Polynomial Methods.

5. Regression Spline Methods.

6. Smoothing Splines Methods.

7. Penalized Spline Methods.

8. Semiparametric Models.

9. Time-Varying Coefficient Models.

10. Discrete Longitudinal Data.

References.

Index.

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