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stat.ME2021
Simple yet Sharp Sensitivity Analysis for Unmeasured Confounding
Jose M. Peña
We present a method for assessing the sensitivity of the true causal effect to unmeasured confounding. The method requires the analyst to set two intuitive parameters. Otherwise, t…
stat.ME2021
On the Non-Monotonicity of a Non-Differentially Mismeasured Binary Confounder
Jose M. Peña
Suppose that we are interested in the average causal effect of a binary treatment on an outcome when this relationship is confounded by a binary confounder. Suppose that the confou…