Non-parametric efficient estimation of marginal structural models with multi-valued time-varying treatments

Axel Martin, Michele Santacatterina, Iván Díaz

Marginal structural models are a popular method for estimating causal effects in the presence of time-varying exposures. In spite of their popularity, no scalable non-parametric es…