Risk bounds for kernel density estimators |
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| Authors: | D M Masaon |
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| Institution: | (1) Department of Mathematics, University of Connecticut, 196 Auditorium Road, Storrs, CT 06269-3009, USA;(2) Food and Resource Economics, University of Delaware, 206 Townsend Hall, Newark, DE 19717, USA |
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| Abstract: | We use results from probability on Banach spaces and Poissonization techniques to develop sharp finite sample and asymptotic
moment bounds for the L
p
risk for kernel density estimators. Our results are shown to augment the previous work in this area. Bibliography: 19 titles. |
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| Keywords: | |
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