Testing random assignment to peer groups |
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Authors: | Koen Jochmans |
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Affiliation: | Toulouse School Of Economics, University Of Toulouse Capitole, Toulouse, France |
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Abstract: | Identification of peer effects is complicated by the fact that the individuals under study may select their peers. Random assignment to peer groups has proven useful to sidestep such a concern. In the absence of a formal randomization mechanism, it needs to be argued that assignment is “as good as” random. This paper introduces a simple yet powerful test to do so. We provide theoretical results for this test. As a by-product, we equally obtain such results for an approach popularized by Guryan et al. (2009). These results help to explain why this approach suffers from low power, as has been observed elsewhere. |
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Keywords: | asymptotic power bias fixed effects peer effects random assignment test |
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