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On higher order kernels

Jones, M. C. (1995). On higher order kernels. Journal of Nonparametric Statistics, 5(2) pp. 215–221.

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The view of higher order kernels as additive bias corrections is stressed, and the consequent link between higher order kernel provision and the estimation of second derivatives is explored. We also draw attention to work on higher order kernels in a prescient but ignored paper of Daniels (1962).

Item Type: Journal Item
Copyright Holders: 1995 Taylor & Francis
ISSN: 1029-0311
Keywords: Bias correction; density estimation; derivative estimation; Gaussian-based kernels; kernel smoothing; local polynomial fitting
Academic Unit/School: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Item ID: 28207
Depositing User: Sarah Frain
Date Deposited: 19 Apr 2011 13:59
Last Modified: 07 Dec 2018 09:52
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