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Sensitivity Analysis and Bounding of Causal Effects With Alternative Identifying Assumptions

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When identification of causal effects relies on untestable assumptions regarding nonidentified parameters, sensitivity of causal effect estimates is often questioned. For proper interpretation of causal effect estimates in this situation, deriving bounds on ca... ...