Combining kernel estimators in the uniform deconvolution problem
统计理论
2011-01-06 v3 统计理论
摘要
We construct a density estimator and an estimator of the distribution function in the uniform deconvolution model. The estimators are based on inversion formulas and kernel estimators of the density of the observations and its derivative. Asymptotic normality and the asymptotic biases are derived.
引用
@article{arxiv.math/0211079,
title = {Combining kernel estimators in the uniform deconvolution problem},
author = {Bert van Es},
journal= {arXiv preprint arXiv:math/0211079},
year = {2011}
}