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Causal Inference Using Mediation Analysis or Instrumental Variables – Full Mediation in the Absence of Conditional Independence

Marketing: ZFP – Journal of Research and Management, 40. Jahrg., H. 2 (2018), pp. 41-57 (17 pages) Both instrumental variable (IV) estimation and mediation analysis are tools for causal inference.
JSTOR Daily

Causal Inference, Path Analysis, and Recursive Structural Equations Models

Rubin's model for causal inference in experiments and observational studies is enlarged to analyze the problem of "causes causing causes" and is compared to path analysis and recursive structural ...