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Econometric Models of Network Formation
Annual Review of Economics ( IF 5.970 ) Pub Date : 2020-08-02 , DOI: 10.1146/annurev-economics-093019-113859
Áureo de Paula 1, 2, 3
Affiliation  

This article provides a selective review on the recent literature on econometric models of network formation. The survey starts with a brief exposition on basic concepts and tools for the statistical description of networks. I then offer a review of dyadic models, focussing on statistical models on pairs of nodes and describe several developments of interest to the econometrics literature. The article also presents a discussion of non- dyadic models where link formation might be influenced by the presence or absence of additional links, which themselves are subject to similar influences. This is related to the statistical literature on conditionally specified models and the econometrics of game theoretical models. I close with a (non-exhaustive) discussion of potential areas for further development.

中文翻译:

网络形成的计量模型

本文提供了有关网络形成计量模型的最新文献的选择性综述。该调查首先简要介绍了用于网络统计描述的基本概念和工具。然后,我对二元模型进行了回顾,重点介绍了成对节点上的统计模型,并描述了计量经济学文献中感兴趣的几种发展。本文还讨论了非二元模型,其中链接的形成可能会受到其他链接的存在或不存在的影响,这些链接本身也会受到类似的影响。这与关于条件指定模型的统计文献以及博弈论模型的计量经济学有关。最后,我(不详尽)讨论了进一步发展的潜在领域。
更新日期:2020-08-02
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