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来源类型Publication
Instrumental variables
Eric P. Bettinger
发表日期2010
出版者International Encyclopedia of Education, 8-Volume Set, 3rd Edition, Elsevier
出版年2010
语种英语
摘要

Identifying causal impacts is central to educational research and policy analysis. There are many techniques that can help researchers identify causal impacts including instrumental variables estimation – the focus of this article. This article provides a simple overview of instrumental variables, its key assumptions, and its potential to produce unbiased estimates. The article also demonstrates several examples of how instrumental variables estimation has been applied to educational research, and, further, discusses some limitations of instrumental variables and issues that researchers should be cognizant of when employing instrumental variables.

主题Other
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URLhttps://cepa.stanford.edu/content/instrumental-variables
来源智库Center for Education Policy Analysis (United States)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/491531
推荐引用方式
GB/T 7714
Eric P. Bettinger. Instrumental variables. 2010.
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