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Nonparametric variance estimation in the analysis of microarray data: a measurement error approach
This article investigates the effects of measurement error on the estimation of nonparametric variance functions. We show that either ignoring measurement error or direct application of the simulation extrapolation, SIMEX, method leads to inconsistent estimators. Nevertheless, the direct SIMEX metho...
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| Main Authors: | , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
2008
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2670068/ https://ncbi.nlm.nih.gov/pubmed/19381352 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asn017 |
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