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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
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author von Hinke, Stephanie
Davey Smith, George
Lawlor, Debbie A.
Propper, Carol
Windmeijer, Frank
author_facet von Hinke, Stephanie
Davey Smith, George
Lawlor, Debbie A.
Propper, Carol
Windmeijer, Frank
author_sort von Hinke, Stephanie
collection PubMed
description 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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spelling pubmed-47708702016-03-14 Genetic markers as instrumental variables von Hinke, Stephanie Davey Smith, George Lawlor, Debbie A. Propper, Carol Windmeijer, Frank J Health Econ Article 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. Elsevier North Holland 2016-01 /pmc/articles/PMC4770870/ /pubmed/26614692 http://dx.doi.org/10.1016/j.jhealeco.2015.10.007 Text en © 2015 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
von Hinke, Stephanie
Davey Smith, George
Lawlor, Debbie A.
Propper, Carol
Windmeijer, Frank
Genetic markers as instrumental variables
title Genetic markers as instrumental variables
title_full Genetic markers as instrumental variables
title_fullStr Genetic markers as instrumental variables
title_full_unstemmed Genetic markers as instrumental variables
title_short Genetic markers as instrumental variables
title_sort genetic markers as instrumental variables
topic Article
url 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
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