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Almost surely consistent nonparametric regression from recursive partitioning schemes

โœ Scribed by Louis Gordon; Richard A Olshen


Publisher
Elsevier Science
Year
1984
Tongue
English
Weight
836 KB
Volume
15
Category
Article
ISSN
0047-259X

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A Simple Wavelet Approach to Nonparametr
โœ J. Engel ๐Ÿ“‚ Article ๐Ÿ“… 1994 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 343 KB

Rates of convergence for nonparametric regression estimators based on recursive partitioning schemes are derived. The central idea is to consider the tree-structured regression estimator as a wavelet estimator based on the orthogonal system of Haar functions. A locally adaptive data-driven smoothing