The focus of this analysis is to explain the gap in the mean y’s, for which the raw differential of 61.94 in CD4 counts and a raw differential of 1.80 in depression symptoms occurs among the two groups, Non-Hispanics and Hispanics. This evidence concerns the gene CD4 and depressive disorder.