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Causal Mediation Analysis

Causal mediation analysis is a counterfactual framework that splits a treatment's total effect into a Natural Direct Effect (NDE) and a Natural Indirect Effect (NIE) that runs through a mediator. The modern general approach was formalised by Pearl (2001) and Imai, Keele and Tingley (2010), giving the decomposition a precise causal interpretation.

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Causal Mediation Analysis (Natural Direct and Indirect Effects)

Rekod kaedah taksonomik · regression-model / causal-inference

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Same method familyConditional Process Analysismachine-suggested · Relational suggestion, not evidence.Same method familyDAG Causal Identificationmachine-suggested · Relational suggestion, not evidence.See alsoLogistic Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyModeration Analysismachine-suggested · Relational suggestion, not evidence.Same method familyOLS Regressionmachine-suggested · Relational suggestion, not evidence.