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Nonparametric estimation of smoothed principal components analysis of sampled noisy functions

✍ Scribed by Cardot, Hervé


Book ID
125832517
Publisher
Taylor and Francis Group
Year
2000
Tongue
English
Weight
996 KB
Volume
12
Category
Article
ISSN
1048-5252

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Nonparametric estimation of piecewise sm
✍ Michael Kohler 📂 Article 📅 1999 🏛 Elsevier Science 🌐 English ⚖ 99 KB

Estimation of univariate regression functions from bounded i.i.d. data is considered. Estimates are deÿned 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