Risk bounds for kernel density estimators

We use results from probability on Banach spaces and Poissonization techniques to develop sharp finite sample and asymptotic moment bounds for the Lp risk for kernel density estimators. Our results are shown to augment previous work in this area. Bibl. – 19 titles.