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Jones, M. C. and Wand, M. P.
(1992).
DOI: https://doi.org/10.1016/0378-3758(92)90038-T
Abstract
‘Spline-equivalent’ kernels and ‘exponential power’ kernels are considered as higher order kernels for use in kernel estimation of a function and its derivatives. They form two more practicable classes of alternatives to ‘optimal’ polynomial kernels, along with Gaussian-based ones. Both firstnamed families of kernels exhibit good theoretical performance for orders four and/or six, actually improving on the polynomial kernels for many such cases.
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About
- Item ORO ID
- 28299
- Item Type
- Journal Item
- ISSN
- 0378-3758
- Keywords
- exponential powers; optimal kernels; smoothing; splines
- 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
- © 1992 Elsevier Science B.V.
- Depositing User
- Sarah Frain