Under exogeneity and a monotone response assumption, all moments of the individual causal effect are identifiable from the observed outcome CDFs, and non-sharp bounds exist without monotonicity.
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Moments of Causal Effects
Under exogeneity and a monotone response assumption, all moments of the individual causal effect are identifiable from the observed outcome CDFs, and non-sharp bounds exist without monotonicity.