All functions |
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Causal Mediation Analysis |
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The Sobel mediation test |
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Estimation and Sensitivity Analysis for Multiple Causal Mechanisms |
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Linear hypotheses for natural effect models |
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Expand the dataset and impute nested counterfactual outcomes |
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Linear hypotheses for natural effect models |
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Fit a natural effect model |
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Expand the dataset and calculate ratio-of-mediator probability weights |
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Regression-based causal mediation analysis |
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Significance Test for Treatment-Mediator Interaction in Causal Mediation Analysis |