Genetic Markers as Instrumental Variables
File(s)
Author(s)
von Hinke, S
Davey Smith, G
Lawlor, DA
Propper, C
Windmeijer, F
Type
Journal Article
Abstract
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.
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.
Date Issued
2015-11-10
Date Acceptance
2015-10-19
Citation
Journal of Health Economics, 2015
ISSN
0167-6296
Publisher
Elsevier
Journal / Book Title
Journal of Health Economics
Copyright Statement
© 2015 the Authors. This article is licenced under a Creative Commons Attribution (CC BY) licence http://creativecommons.org/licenses/by/4.0/
License URL
Identifier
http://spiralbib.lib.ic.ac.uk/bitstream/10044/2/186105/2/Scholder%202010-06.pdf
Publication Status
Published
Article Number
2010/06