Estimation of relative average treatment effects with misclassification

► Identify and estimate the relative average treatment effect with misclassification. ► Present the nonlinear relationship between the true and mismeasured effects. ► We propose consistent estimators based on nonparametric methods. ► The simulation results illustrate the performance of the proposed estimators.