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We derive bounds on the probability of observing a subnetwork, where a subnetwork is the restriction of a network to a subset of the individuals. Unlike the standard bounds as in Ciliberto and Tamer (2009), these subnetwork bounds are computationally tractable in large networks provided we consider small subnetworks. We provide Monte Carlo evidence that bounds from small subnetworks are informative in large networks.<\/jats:p>","DOI":"10.3982\/ecta12558","type":"journal-article","created":{"date-parts":[[2020,9,21]],"date-time":"2020-09-21T12:02:27Z","timestamp":1600689747000},"page":"1829-1858","source":"Crossref","is-referenced-by-count":46,"title":["A Structural Econometric Analysis of Network Formation Games Through Subnetworks"],"prefix":"10.3982","volume":"88","author":[{"given":"Shuyang","family":"Sheng","sequence":"first","affiliation":[{"name":"Department of Economics, UCLA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2359","published-online":{"date-parts":[[2020]]},"reference":[{"issue":"6","key":"ecta200184-bib-0001","doi-asserted-by":"crossref","first-page":"2805","DOI":"10.3982\/ECTA8166","volume":"80","author":"Andrews","year":"2012","journal-title":"Econometrica"},{"issue":"2","key":"ecta200184-bib-0002","doi-asserted-by":"crossref","first-page":"609","DOI":"10.3982\/ECTA9370","volume":"81","author":"Andrews","year":"2013","journal-title":"Econometrica"},{"issue":"1","key":"ecta200184-bib-0003","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1111\/1468-0262.00271","volume":"78","author":"Andrews","year":"2010","journal-title":"Econometrica"},{"key":"ecta200184-bib-0004","doi-asserted-by":"crossref","unstructured":"Andrews, D. 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