Jones, M. C. and Wand, M. P.
(1992).
| DOI (Digital Object Identifier) Link: | https://doi.org/10.1016/0378-3758(92)90038-T |
|---|---|
| Google Scholar: | Look up in Google Scholar |
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.
| Item Type: | Article |
|---|---|
| Copyright Holders: | 1992 Elsevier Science B.V. |
| ISSN: | 0378-3758 |
| Keywords: | exponential powers; optimal kernels; smoothing; splines |
| Academic Unit/School: | Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics Faculty of Science, Technology, Engineering and Mathematics (STEM) |
| Item ID: | 28299 |
| Depositing User: | Sarah Frain |
| Date Deposited: | 23 Mar 2011 14:56 |
| Last Modified: | 04 Oct 2016 11:01 |
| URI: | http://oro.open.ac.uk/id/eprint/28299 |
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