Bivariate and multivariate comorbidity models: (a) associated liabilities model, (b) multiformity model, (c) causation models, (d) independence model, and (e) a hypothetical multivariate model. Note that models are not necessarily mathematically identified as shown; they may require additional parameter constraints or may require appropriate data (e.g., longitudinal or family) to be tested.