D. Ruppert, M. P. Wand, R. J. Carroll

Semiparametric Regression

• Gebundenes Buch

Produktbeschreibung

This user-friendly 2003 book explains the techniques and benefits of semiparametric regression in a concise and modular fashion.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 404
• Erscheinungstermin: 5. September 2011
• Englisch
• Abmessung: 260mm x 183mm x 26mm
• Gewicht: 954g
• ISBN-13: 9780521780506
• ISBN-10: 0521780500
• Artikelnr.: 21317909

Inhaltsangabe

1. Introduction
2. Parametric regression
3. Scatterplot smoothing
4. Mixed models
5. Automatic scatterplot smoothing
6. Inference
7. Simple semiparametric models
8. Additive models
9. Semiparametric mixed models
10. Generalized parametric regression
11. Generalized additive models
12. Interaction models
13. Bivariate smoothing
14. Variance function estimation
15. Measurement error
16. Bayesian semiparametric regression
17. Spatially adaptive smoothing
18. Analyses
19. Epilogue
A. Technical complements
B. Computational issues.