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Frontdoor Adjustment

Frontdoor adjustment is Judea Pearl's graphical identification strategy, introduced in 1995, that recovers the causal effect of a treatment on an outcome through a fully mediating variable even when an unobserved confounder sits between the treatment and the outcome. It is the go-to tool when the backdoor criterion cannot be satisfied because the confounder is unmeasured.

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Frontdoor Adjustment (Frontdoor Criterion)

Taxonomisk metodpost · regression-model / causal-inference

Pearl, J. (1995). Causal Diagrams for Empirical Research. Biometrika, 82(4), 669-688. · DOI 10.1093/biomet/82.4.669
Pearl, J. (2009). Causality: Models, Reasoning, and Inference (2nd ed.). Cambridge University Press. · ISBN 978-0521895606

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