Nonparametric Regression Methods for Longitudinal Data Analysis
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Nonparametric Regression Methods for Longitudinal Data Analysis
Mixed-Effects Modeling Approaches
Zhang, Jin-Ting; Wu, Hulin
John Wiley & Sons Inc
05/2006
400
Dura
Inglês
9780471483502
15 a 20 dias
782
Descrição não disponível.
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.
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
powerful; techniques; book; mixedeffects; incorporates; regression; nonparametric; ideas; presented; theoretical; justification; methods; logical; principles; basic; applications; foundation; overview; brief; examples; approaches; biomedical
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.
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
