Almost surely consistent nonparametric regression from recursive partitioning schemes

Louis Gordon and Richard A. Olshen

Journal of Multivariate Analysis, 1984, vol. 15, issue 2, 147-163

Abstract: 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.

Keywords: Recursive; partioning; schemes; tree-structured; methods; almost; sure; convergence (search for similar items in EconPapers)
Date: 1984
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Citations: View citations in EconPapers (6)

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