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Journal article
Classification with repeated independent measurements under separate sampling scheme
Statistical Methodology, Vol.3(3), pp.234-251
2006
Abstract
In this article, we consider the problem of classifying
independent repeated (multiple) observations coming from the same population under a separate sampling scheme. We derive the asymptotic risk of the proposed NN type classification rule and obtain the upper and lower bounds for it in specific cases in terms of Bayes risk. Using a Monte Carlo simulation study we show that, as
increases, the classification risk decreases.
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Details
- Title
- Classification with repeated independent measurements under separate sampling scheme
- Publication Details
- Statistical Methodology, Vol.3(3), pp.234-251
- Resource Type
- Journal article
- Publisher
- Elsevier BV; Netherlands
- Copyright
- © 2005 Elsevier B.V. All rights reserved.
- Identifiers
- 99380483096206600
- Academic Unit
- Hal Marcus College of Science and Engineering ; Computer Science; Mathematics and Statistics
- Language
- English