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Among the information is the number of replicates, age of plants, genetic background, growing conditions, method of microarray data normalization, and the lab responsible.
As part of this study we also introduce a new pre-processing method of microarray probe set intensity values that helps with the inspection of microarray quality and aides the choice of background compensation and normalization procedure.
In the MAQC project, the quantitative accuracy of several non-microarray devices was checked, then quantitative RT-PCR (Taqman system) was selected as a validation method of microarray data.
Method of microarray processing is reported [ 12].
We develop a novel feature selection method of microarray analysis of dependent paired sample design.
We presented a new method of microarray data analysis based on a physical model.
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The method of abundance within the EST database may even produce less noisy data that the method of microarrays.
First, standard methods of microarray analysis measure mRNA abundance, not mRNA synthesis or mRNA decay, and, therefore, do not provide any information regarding the mechanisms regulating transcript levels.
Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays.
In summary, we present an accurate and universal procedure for quantitative and qualitative estimation of the methods of microarray data analysis.
These results indicate, as is true for traditional methods of microarray analysis, that processing samples together and in an identical manner at all levels is likely to improve the detection of biological differences in the organization of gene expression levels.
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