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Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression
The Annals of Statistics
Vol. 12, No. 1 (Mar., 1984), pp. 230-240
Published by: Institute of Mathematical Statistics
Stable URL: http://www.jstor.org/stable/2241045
Page Count: 11
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Under suitable conditions, we show that the cross-validated nearest neighbor estimates for the unknown smooth regression function in Rp is asymptotically consistent.
The Annals of Statistics © 1984 Institute of Mathematical Statistics