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Smoothing Spline ANOVA Models
Language: en
Pages: 0
Authors: Chong Gu
Categories: Mathematics
Type: BOOK - Published: 2015-06-25 - Publisher: Springer

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Nonparametric function estimation with stochastic data, otherwise known as smoothing, has been studied by several generations of statisticians. Assisted by the
Smoothing Splines
Language: en
Pages: 380
Authors: Yuedong Wang
Categories: Computers
Type: BOOK - Published: 2011-06-22 - Publisher: CRC Press

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A general class of powerful and flexible modeling techniques, spline smoothing has attracted a great deal of research attention in recent years and has been wid
Practical Smoothing
Language: en
Pages: 213
Authors: Paul H.C. Eilers
Categories: Computers
Type: BOOK - Published: 2021-03-18 - Publisher: Cambridge University Press

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This user guide presents a popular smoothing tool with practical applications in machine learning, engineering, and statistics.
Nonparametric Regression and Spline Smoothing, Second Edition
Language: en
Pages: 368
Authors: Randall L. Eubank
Categories: Mathematics
Type: BOOK - Published: 1999-02-09 - Publisher: CRC Press

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Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for t
Spline Models for Observational Data
Language: en
Pages: 174
Authors: Grace Wahba
Categories: Mathematics
Type: BOOK - Published: 1990-09-01 - Publisher: SIAM

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This book serves well as an introduction into the more theoretical aspects of the use of spline models. It develops a theory and practice for the estimation of