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Smoothing splines [electronic resource] : methods and applications / Yuedong Wang.

By: Material type: TextSeries: Monographs on statistics and applied probability ; 121.Publication details: Boca Raton, Fla. : CRC Press, 2011.Description: xxiv, 370 p. : ill., mapsISBN:
  • 9781420077568 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: No titleOnline resources: Available additional physical forms:
  • Also available in print edition.
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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"A Chapman & Hall book."

Includes bibliographical references (p. 347-354) and indexes.

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.

Also available in print edition.

Mode of access: World Wide Web.

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