Semiparametric regression /
Ruppert, David,
Semiparametric regression / David Ruppert, M.P. Wand, R.J. Carroll. - Cambridge ; New York : Cambridge University Press, 2003. - xvi, 386 p. : ill. ; 26 cm. - Cambridge series in statistical and probabilistic mathematics .
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.
0521780500 (hbk.) 5010.00 0521785162 (pb.) 5010.00
2002041460
Regression analysis.
Nonparametric statistics.
R 519.536 RUP(SEM)
Semiparametric regression / David Ruppert, M.P. Wand, R.J. Carroll. - Cambridge ; New York : Cambridge University Press, 2003. - xvi, 386 p. : ill. ; 26 cm. - Cambridge series in statistical and probabilistic mathematics .
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.
0521780500 (hbk.) 5010.00 0521785162 (pb.) 5010.00
2002041460
Regression analysis.
Nonparametric statistics.
R 519.536 RUP(SEM)