Title:
Smoothing splines methods and applications
Author:
Wang, Yuedong.
ISBN:
9781420077568
Publication Information:
Boca Raton, Fla. : CRC Press, 2011.
Physical Description:
xxiv, 370 p. : ill., maps.
Series:
Monographs on statistics and applied probability ; 121
Series Title:
Monographs on statistics and applied probability ; 121
Contents:
1. Introduction -- 2. Smoothing spline regression -- 3. Smoothing parameter selection and inference -- 4. Smoothing spline ANOVA -- 5. Spline smoothing with heteroscedastic and/or correlated errors -- 6. Generalized smoothing spline ANOVA -- 7. Smoothing spline nonlinear regression -- 8. Semiparametric regression -- 9. Semiparametric mixed-effects models.
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