most citedBagging cross-validated bandwidth selection in nonparametric regression estimation with applications to large-sized samples

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stat.ME2021★ 1 cited

Bagging cross-validated bandwidth selection in nonparametric regression estimation with applications to large-sized samples

D. Barreiro-Ures, R. Cao, M. Francisco-Fernández

Cross-validation is a well-known and widely used bandwidth selection method in nonparametric regression estimation. However, this technique has two remarkable drawbacks: (i) the la…