On higher order kernels

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

DOI: https://doi.org/10.1080/10485259508832644

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).

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About

• Item ORO ID
• 28207
• Item Type
• Journal Item
• ISSN
• 1029-0311
• Keywords
• Bias correction; density estimation; derivative estimation; Gaussian-based kernels; kernel smoothing; local polynomial fitting
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Copyright Holders
• © 1995 Taylor & Francis
• Depositing User
• Sarah Frain