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Evaluation of microarray data normalization procedures using spike-in experiments
Authors:Patrik Rydén  Henrik Andersson  Mattias Landfors  Linda Näslund  Blanka Hartmanová  Laila Noppa  Anders Sjöstedt
Institution:1. Department of Clinical Microbiology Division of Clinical Bacteriology, Ume? University, SE-90187, Ume?, Sweden
2. Department of Mathematics and Mathematical Statistics, Ume? University, SE-90187, Ume?, Sweden
3. Proteome Center for the Study of Intracellular Parasitism of Bacteria, Faculty of Military Health Science, University of Defence, Trebesská 1575, 50001, Hradec Králové, Czech Republic
4. Department of Medical Countermeasures, Division of NBC-Defence, Swedish Defence Research Agency, SE-90182, Ume?, Sweden
Abstract:

Background  

Recently, a large number of methods for the analysis of microarray data have been proposed but there are few comparisons of their relative performances. By using so-called spike-in experiments, it is possible to characterize the analyzed data and thereby enable comparisons of different analysis methods.
Keywords:
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