In the present study, we utilized a community sample of approximately 1200 twin pairs to examine the etiological nature of comorbid alcohol, tobacco, and cannabis dependence symptoms in late adolescent and young adult males and females; however, unlike its predecessors this study compares two multivariate genetic models that make different assumptions regarding how the risks for these different substances are related.