Causal effects of intervening variables in settings with unmeasured confounding

Lan Wen, Aaron L. Sarvet, Mats J. Stensrud

We present new results on average causal effects in settings with unmeasured exposure-outcome confounding. Our results are motivated by a class of estimands, e.g., frequently of in…