Park, B. U.; Kim, W. C. and Jones, M. C.
(1997).
| DOI (Digital Object Identifier) Link: | https://doi.org/10.1016/S0167-7152(96)00085-5 |
|---|---|
| Google Scholar: | Look up in Google Scholar |
Abstract
Some theoretical results on the performance of the identity reproducing nonparametric regression estimator of Müller and Song (1993) are presented. Compared with Müller and Song's analysis, we develop (a) better asymptotic mean squared error (MSE) results in the ‘interior’ of design space, and (b) ‘partial’ asymptotic MSE results at the boundary, although we do both only in the univariate case. A brief comparison of theoretical boundary results with those of local linear regression estimation is included.
| Item Type: | Article |
|---|---|
| Copyright Holders: | 1997 Elsevier Science B.V. |
| ISSN: | 0167-7152 |
| Keywords: | boundary effects; IRENORE; kernel smoothing; local linear estimation; Nadaraya-Watson estimator; Shifted Nadaraya-Watson |
| Academic Unit/School: | Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics Faculty of Science, Technology, Engineering and Mathematics (STEM) |
| Item ID: | 24108 |
| Depositing User: | Sarah Frain |
| Date Deposited: | 11 May 2011 11:03 |
| Last Modified: | 04 Oct 2016 10:47 |
| URI: | http://oro.open.ac.uk/id/eprint/24108 |
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