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Nonparametric regression using linear combinations of basis functions

✍ Scribed by Robert Kohn; Michael Smith; David Chan


Book ID
110305266
Publisher
Springer US
Year
2001
Tongue
English
Weight
256 KB
Volume
11
Category
Article
ISSN
0960-3174

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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