Non-parametric causal effects based on longitudinal modified treatment policies

Iván Díaz, Nicholas Williams, Katherine L. Hoffman +1

Most causal inference methods consider counterfactual variables under interventions that set the treatment deterministically. With continuous or multi-valued treatments or exposure…