Weak convergence of the supremum distance for supersmooth kernel deconvolution

Authors
Publication date 2008
Journal Statistics & Probability Letters
Volume | Issue number 78 | 17
Pages (from-to) 2932-2938
Organisations
  • Faculty of Science (FNWI) - Korteweg-de Vries Institute for Mathematics (KdVI)
Abstract We derive the asymptotic distribution of the supremum distance of the deconvolution kernel density estimator to its expectation for certain supersmooth deconvolution problems. It turns out that the asymptotics are essentially different from corresponding results for ordinary smooth deconvolution.
Document type Article
Published at https://doi.org/10.1016/j.spl.2008.05.002
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