Approaches to reduce false positives and false negatives in the analysis of microarray data: applications in type 1 diabetes research.

First, we used a traditional statistical analysis (ANOVA) with very stringent criteria and a multiple test correction to define a set of 93 genes that showed highly significant differences in expression levels between the two strains of mice.

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