Jones, M. C. and Wand, M. P.
|DOI (Digital Object Identifier) Link:||http://doi.org/10.1016/0378-3758(92)90038-T|
|Google Scholar:||Look up in Google Scholar|
‘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:||Journal Article|
|Copyright Holders:||1992 Elsevier Science B.V.|
|Keywords:||exponential powers; optimal kernels; smoothing; splines|
|Academic Unit/Department:||Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
Faculty of Science, Technology, Engineering and Mathematics (STEM)
|Depositing User:||Sarah Frain|
|Date Deposited:||23 Mar 2011 14:56|
|Last Modified:||02 Aug 2016 14:00|
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