Bandwidth Selection for the Wolverton-Wagner Estimator (1902.00734v2)

Published 2 Feb 2019 in math.ST and stat.TH

Abstract: For $n$ independent random variables having the same H\"older continuous density, this paper deals with controls of the Wolverton-Wagner's estimator MSE and MISE. Then, for a bandwidth $h_n(\beta)$, estimators of $\beta$ are obtained by a Goldenshluger-Lepski type method and a Lacour-Massart-Rivoirard type method. Some numerical experiments are provided for this last method.

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