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For the random design nonparametric regression, cross-validation is a popular bandwidth selector. It is constructed by using the criterion of "weighted" integrated ...
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 ...
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