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Strong convergence in nonparametric estimation of regression functions

✍ Scribed by K. F. Cheng


Publisher
Springer Netherlands
Year
1983
Tongue
English
Weight
520 KB
Volume
14
Category
Article
ISSN
0031-5303

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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