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. (C) 2015 The Authors. Published by Elsevier B.V.
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Univ Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Bockerman, Petri
Cawley, John
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Cornell Univ, Dept Policy Anal & Management, Ithaca, NY USA
Cornell Univ, Dept Econ, Ithaca, NY 14853 USAUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Cawley, John
Viinikainen, Jutta
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Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Viinikainen, Jutta
Lehtimaki, Terho
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Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Lehtimaki, Terho
Rovio, Suvi
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Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Rovio, Suvi
Seppala, Ilkka
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Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Seppala, Ilkka
Pehkonen, Jaakko
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Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Pehkonen, Jaakko
Raitakari, Olli
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Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland