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math.ST2008★ 1 cited
Asymptotic normality of the deconvolution kernel density estimator under the vanishing error variance
Shota Gugushvili, Bert van Es
Let be i.i.d. observations, where and the 's and 's are independent. Assume that the 's are unobservable and that they have the density …
math.ST2008★ 11 cited
Weak convergence of the supremum distance for supersmooth kernel deconvolution
Bert van Es, Shota Gugushvili
We derive the asymptotic distribution of the supremum distance of the deconvolution kernel density estimator to its expectation for certain supersmooth deconvolution problems. It t…