Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression
Li, Ker-Chau
Ann. Statist., Tome 12 (1984) no. 1, p. 230-240 / Harvested from Project Euclid
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Under suitable conditions, we show that the cross-validated nearest neighbor estimates for the unknown smooth regression function in $R^p$ is asymptotically consistent.
Publié le : 1984-03-14
Classification:  Cross-validation,  consistency,  nearest neighbor estimates,  nonparametric regression,  62G05 
@article{1176346403,
     author = {Li, Ker-Chau},
     title = {Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression},
     journal = {Ann. Statist.},
     volume = {12},
     number = {1},
     year = {1984},
     pages = { 230-240},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176346403}
}

Li, Ker-Chau. Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression. Ann. Statist., Tome 12 (1984) no. 1, pp.  230-240. http://gdmltest.u-ga.fr/item/1176346403/