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Simple yet Sharp Sensitivity Analysis for Any Contrast Under Unmeasured Confounding

arXiv 2406.07940 ↗First posted 12 Jun 2024stat.ME cs.LGcited by 0

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Abstract (arXiv)

We extend our previous work on sensitivity analysis for the risk ratio and difference contrasts under unmeasured confounding to any contrast. We prove that the bounds produced are still arbitrarily sharp, i.e. practically attainable. We illustrate the usability of the bounds with real data.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 12 references that are in the map. First posted on arXiv 12 Jun 2024.

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References · 3

  1. 2020On the Monotonicity of a Nondifferentially Mismeasured Binary Confoundercited by 6
  2. 2021Simple yet Sharp Sensitivity Analysis for Unmeasured Confoundingcited by 5
  3. 2016Sharp sensitivity bounds for mediation under unmeasured mediator-outcome confoundingcited by 3

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