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Jones, M. C. and Foster, P. J.
(1996).
URL: http://www3.stat.sinica.edu.tw/statistica/j6n4/6-4...
Abstract
Without correction, kernel density estimates suffer from boundary effects. Many boundary corrections now exist, but almost all those with good theoretical performance allow the corrected estimator to become negative. An exception is provided by some recently proposed sophisticated transformation methodology. In this paper, we propose much simpler nonnegative boundary corrected estimators which are analogues of the wide class of simple, but possibly negative, boundary corrections based on generalized jacknifing.
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About
- Item ORO ID
- 24918
- Item Type
- Journal Item
- ISSN
- 1017-0405
- Keywords
- boundary kernels; generalized jackknifing; positivity; smoothing
- 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
- © 1996 Institute of Statistical Science, Academia Sinica
- Depositing User
- Sarah Frain