Bounds and Sensitivity Analysis of the Causal Effect Under Outcome-Independent MNAR Confounding
Abstract
We report assumption-free bounds for any contrast between the probabilities of the potential outcome under exposure and non-exposure when the confounders are missing not at random. We assume that the missingness mechanism is outcome-independent. We also report a sensitivity analysis method to complement our bounds.
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