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On two-stage estimation of structural instrumental variable models

Two-stage least squares estimation is popular for structural equation models with unmeasured confounders. In such models, both the outcome and the exposure are assumed to follow linear models conditional on the measured confounders and instrumental variable, which is related to the outcome only via...

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Vydáno v:Biometrika
Hlavní autoři: Choi, Byeong Yeob, Fine, Jason P, Brookhart, M Alan
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5793491/
https://ncbi.nlm.nih.gov/pubmed/29430042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx056
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