This technical report summarizes work done to develop asymptotic tests for location, variance, and equivalence of gene expression between two groups of microarrays in order to find an alternative to permutation tests based on the pairwise distance matrix. Given additive errors, the location test is not asymptotically normal without further assumptions. The variance test and equivalence test are asymptotically normal.