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Smoothing splines : methods and applications / Yuedong Wang.

By: Material type: TextTextSeries: Monographs on statistics and applied probability ; 121.Publication details: Boca Raton, Fla. : CRC Press, 2011.Description: xxiv, 370 p. : ill., maps ; [ca. 23-29] cmISBN:
  • 9781420077551
Subject(s): Available additional physical forms:
  • Also available as an electronic resource.
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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata NBHM Collection 000SA.43 W246 (Browse shelf(Opens below)) Available 133162
Total holds: 0

"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 as an electronic resource.

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