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Genetic markers as instrumental variables

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 d...

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Detalles Bibliográficos
Autores principales: von Hinke, Stephanie, Davey Smith, George, Lawlor, Debbie A., Propper, Carol, Windmeijer, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier North Holland 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4770870/
https://www.ncbi.nlm.nih.gov/pubmed/26614692
http://dx.doi.org/10.1016/j.jhealeco.2015.10.007
Descripción
Sumario: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.