To examine the false positives in smaller experiments, we generated balanced permutations from the IFN data in which equal numbers of arrays were randomly selected without replacement such that equal numbers were taken from each treatment group. 1000 permutations were completed for sample sizes 4, 6 and 8 to give an estimate of how many probe sets may be called significant by chance for each sample size.