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On the Nonparametric Estimation of Regression Functions

✍ Scribed by Jacqueline K. Benedetti


Book ID
121000041
Publisher
Blackwell Publishing
Year
1977
Tongue
English
Weight
506 KB
Volume
39
Category
Article
ISSN
0035-9246

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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