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On higher order kernels 

Author: M. C. Jones a
Affiliation:   a Department of Statistics, The Open University, Milton Keynes, U.K
DOI: 10.1080/10485259508832644
Publication Frequency: 8 issues per year
Published in: journal Journal of Nonparametric Statistics, Volume 5, Issue 2 1995 , pages 215 - 221
Formats available: PDF (English)
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Abstract

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).
Keywords: Bias correction; density estimation; derivative estimation; Gaussian-based kernels; kernel smoothing; local polynomial fitting
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