The Annals of Statistics, Vol. 35, No. 6 (Dec., 2007), pp. 2450-2473 (24 pages) Theoretical developments on cross validation (CV) have mainly focused on selecting one among a list of ...
Local linear kernel methods have been shown to dominate local constant methods for the nonparametric estimation of regression functions. In this paper we study the theoretical properties of ...
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