Hence we investigated the potential gains in power and precision against the greater computation time of using Cox proportional hazards models instead of logistic regression models in prospective cohort and case-cohort genetic studies. We performed a simulation study, and validated our findings empirically using SNP–CHD associations from the EPIC-CVD case-cohort study.