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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier North Holland
2016
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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. |
format | Online Article Text |
id | pubmed-4770870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier North Holland |
record_format | MEDLINE/PubMed |
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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