A nonparametric ratio-of-mediator-probability weighting estimator identifies natural direct and indirect effects without an outcome model under standard no-unmeasured-confounding assumptions.
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Ratio of Mediator Probability Weighting for Estimating Natural Direct and Indirect Effects
A nonparametric ratio-of-mediator-probability weighting estimator identifies natural direct and indirect effects without an outcome model under standard no-unmeasured-confounding assumptions.