Econometric Models of Network Formation

IF 6.8 2区 经济学 Q1 ECONOMICS Annual Review of Economics Pub Date : 2020-08-02 DOI:10.1146/annurev-economics-093019-113859
Áureo de Paula
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Abstract

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.
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网络形成的计量经济模型
本文对网络形成的计量经济模型的最新文献进行了选择性回顾。调查以对网络统计描述的基本概念和工具的简要阐述开始。然后,我对二元模型进行了回顾,重点关注节点对的统计模型,并描述了计量经济学文献中感兴趣的几个发展。本文还讨论了非二元模型,其中链接形成可能受到附加链接的存在或不存在的影响,附加链接本身也受到类似的影响。这与条件指定模型的统计文献和博弈论模型的计量经济学有关。最后,我对进一步发展的潜在领域进行了(不详尽的)讨论。
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来源期刊
CiteScore
9.70
自引率
3.60%
发文量
34
期刊介绍: The Annual Review of Economics covers significant developments in the field of economics, including macroeconomics and money; microeconomics, including economic psychology; international economics; public finance; health economics; education; economic growth and technological change; economic development; social economics, including culture, institutions, social interaction, and networks; game theory, political economy, and social choice; and more.
期刊最新文献
Data and Markets The Econometrics of Nonlinear Budget Sets Lessons from US–China Trade Relations Global Risk, Non-Bank Financial Intermediation, and Emerging Market Vulnerabilities Micro Propagation and Macro Aggregation
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