Almost surely consistent nonparametric regression from recursive partitioning schemes

Presented here are results on almost sure convergence of estimators of regression functions subject to certain moment restrictions. Two somewhat different notions of almost sure convergence are studied: unconditional and conditional given a training sample. The estimators are local means derived from certain recursive partitioning schemes.

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Year of publication:	1984
Authors:	Gordon, Louis ; Olshen, Richard A.
Published in:	Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 15.1984, 2, p. 147-163
Publisher:	Elsevier
Keywords:	Recursive partioning schemes tree-structured methods almost sure convergence

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005221525