If it is reasonable to assume that the variances of two populations that you wish to compare are equal, then the most discriminatory test available uses a single estimate of the common variance and uses all of the available data from the two samples. The pooled estimate sp is given by
where {xi}, {yj} are the two sets of sample observations with sample sizes nX, nY respectively and sample means .