Improved Risk Ratio Approximation by Complementary Log-Log Models: A Comparison with Logistic Models

Yuji Tsubota, Kenji Beppu

Odds ratios obtained from logistic models fail to approximate risk ratios with common outcomes, leading to potential misinterpretations about exposure effects by practitioners. Thi…