External Validity: From Do-Calculus to Transportability Across Populations¶
Pearl, & Bareinboim. (2014). External Validity: From Do-Calculus to Transportability Across Populations: From Do-Calculus to Transportability Across Populations. Statistical Science.
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Domain-specific¶
- External Validity
- The mature treatment of the problem — in Pearl and Bareinboim's transportability theory and in the PICOTS framing of clinical-trials methodology — converts the validity question from a binary to a structured one: which effect-modifying features must be matched or adjusted for in the target for the estimated effect to transport, and which features are demonstrably irrelevant to the effect and therefore safe to vary
This sourceThe PICOTS framing is clinical-trials methodology and is not in this paper.
- The mature treatment of the problem — in Pearl and Bareinboim's transportability theory and in the PICOTS framing of clinical-trials methodology — converts the validity question from a binary to a structured one: which effect-modifying features must be matched or adjusted for in the target for the estimated effect to transport, and which features are demonstrably irrelevant to the effect and therefore safe to vary
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