Sharp Bounds of the Causal Effect Under MNAR Confounding
<|reference_start|>Sharp Bounds of the Causal Effect Under MNAR Confounding: We report bounds for any contrast between the probabilities of the counterfactual outcome under exposure and non-exposure when the confounders are missing not at random. We assume that the missingness mechanism is outcome-independent, and prove that our bounds are arbitrarily sharp, i.e., practically attainable or logically possible.<|reference_end|>
@article{peña2024bounds,
    title={Bounds and Sensitivity Analysis of the Causal Effect Under
  Outcome-Independent MNAR Confounding},
    author={Jose M. Pe~na},
    journal={arXiv preprint arXiv:2410.06726},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.06726},
    primaryClass={stat.ME cs.LG stat.ML}
}