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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 |
子主题 | Other |
URL | https://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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