The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models
In any nonlinear “difference-in-differences” model with strictly monotonic transformation function, the treatment effect is the cross difference of the observed outcome minus the cross difference of the potential non-treatment outcome, which equals the incremental effect of the interaction term coefficient.
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