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Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression

Ker-Chau Li
The Annals of Statistics
Vol. 12, No. 1 (Mar., 1984), pp. 230-240
Stable URL: http://www.jstor.org/stable/2241045
Page Count: 11
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Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression
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Abstract

Under suitable conditions, we show that the cross-validated nearest neighbor estimates for the unknown smooth regression function in Rp is asymptotically consistent.

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