ON CASE-CONTROL SAMPLING OF CLUSTERED DATA

We derive the relationship between the population model and the sample model in the case of case-control sampling of clustered responses. Th e derived formulae provide insight into why methods that ignore the sa mpling scheme fail to provide consistent estimators in this case. The differences between clustered and independent responses in the context of the case-control design are discussed.