algorithm algorithm ANCOVA The ANCOVA global test is a test for the association between expression values and clinical entities. The test is carried out by comparison of linear models via the extra sum of squares principle. If the mean expression level for at least one gene diers between corresponding models the global null hypothesis, which is the intersection of all single gene null hypotheses, is violated. FDR