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Piecewise Polynomial Estimation of a Regression Function

✍ Scribed by Sauve, M.


Book ID
114641797
Publisher
IEEE
Year
2010
Tongue
English
Weight
619 KB
Volume
56
Category
Article
ISSN
0018-9448

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Nonparametric estimation of piecewise sm
✍ Michael Kohler πŸ“‚ Article πŸ“… 1999 πŸ› Elsevier Science 🌐 English βš– 99 KB

Estimation of univariate regression functions from bounded i.i.d. data is considered. Estimates are deΓΏned by minimizing a complexity penalized residual sum of squares over all piecewise polynomials. The integrated squared error of these estimates achieves for piecewise p-smooth regression functions