A two-stage causal estimator for semi-continuous exposures that disentangles exposure status and dose via a two-part propensity score in a marginal structural model.
Marginal structural models versus structural nested models as tools for causal inference
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Two-stage Estimation for Causal Inference Involving a Semi-continuous Exposure
A two-stage causal estimator for semi-continuous exposures that disentangles exposure status and dose via a two-part propensity score in a marginal structural model.