Assessing stability of gene selection in microarray data analysis

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Authors

Alexander Gordon · University of Rochester

Andrei Yakovlev · University of Rochester

Abstract

Resampling represents a tool for reducing the set of initially selected genes to those with a sufficiently high selection frequency. Using resampling techniques it is also possible to assess variability of different performance indicators. Stability properties of several multiple testing procedures are described at length in the present paper.

Topics & Keywords

Gene expression and cancer classification Genetic Mapping and Diversity in Plants and Animals Statistical Methods in Clinical Trials

Publication Details

Published in: BMC Bioinformatics

Volume 7, Issue 1, pp. 50-50

DOI: 10.1186/1471-2105-7-50

Field-Weighted Citation Impact: 3.66

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Assessing stability of gene selection in microarray data analysis

Authors

Abstract

Topics & Keywords

Publication Details