All functions |
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Likelihood Factor for Incremental Propensity Score Interventions |
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Parameter for the Population Intervention (In)direct Effects |
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Confidence Intervals for Stochastic Mediation Parameters |
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Inverse probability weighted (IPW) estimator |
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Efficient One-Step Estimator |
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Substitution estimator |
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Fit propensity score regression while conditioning on mediators |
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Fit propensity score with incremental stochastic shift intervention |
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Fit outcome regression |
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Fit intervention-specific exponential tilt nuisance parameter |
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Nonparametric estimation of the population intervention (in)direct effects |
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One-step or TML estimation of the population intervention direct effect |
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Print Method for Class medshift |
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Summary for Stochastic Mediation Parameter Objects |
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Hypothesis test of direct effect with mediated stochastic interventions using the multiplier bootstrap |
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TML Estimator for the Counterfactual Mean of a Joint Stochastic Intervention Defining the Population Intervention (In)direct Effects |
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TML Estimator for the Counterfactual Mean of a Joint Stochastic Intervention Defining the Population Intervention (In)direct Effects |