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Genetic markers as instrumental variables

Stephanie von HinkeUniversity of Bristol, Bristol, United Kingdom. Electronic address: [email protected]George Davey SmithUniversity of Bristol, Bristol, United KingdomDebbie A. LawlorUniversity of Bristol, Bristol, United KingdomCarol PropperUniversity of Bristol, Bristol, United Kingdom; Imperial College London, London, United KingdomFrank WindmeijerUniversity of Bristol, Bristol, United Kingdom
2015en
ABI

Аннотация

The use of genetic markers as instrumental variables (IV) is receiving increasing attention from economists, statisticians, epidemiologists and social scientists. Although IV is commonly used in economics, the appropriate conditions for the use of genetic variants as instruments have not been well defined. The increasing availability of biomedical data, however, makes understanding of these conditions crucial to the successful use of genotypes as instruments. We combine the econometric IV literature with that from genetic epidemiology, and discuss the biological conditions and IV assumptions within the statistical potential outcomes framework. We review this in the context of two illustrative applications.

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Цитирований: 2Использованных источников: 0