学术讲座 | 应用经济学系讲座（2023-12-22）

Economics Seminar

(2023-28) 

Topic: Social Interactions with Endogenous Group Formation

Speaker: Shuyang Sheng, University of California at Los Angeles

Time: Friday, December 22, 10:00-11:30 a.m. Beijing Time

Location: Room 217, Guanghua Building 2

Abstract

This paper explores the identification and estimation of social interaction models with endogenous group formation. We characterize group formation using a two-sided many-to-one matching model, where individuals select groups based on their preferences, while groups rank individuals according to their qualifications, accepting the most qualified until reaching capacities. The selection into groups leads to a bias in standard estimates of peer effects, which is difficult to correct for due to equilibrium effects. We employ the limiting approximation of a market as the market size grows large to simplify the selection bias. Assuming exchangeable unobservables, we can express the selection bias of an individual as a group-invariant nonparametric function of her preference and qualification indices. In addition to the selection correction, we show that the excluded variables in group formation can serve as instruments to tackle the reflection problem. We propose semiparametric distribution-free estimators that are

 consistent and asymptotically normal.

Shuyang Sheng is an Assistant Professor in the Department of Economics at the University of California, Los Angeles. She is an econometrician specializing in network-related models. Her research develops methodologies for the identification, estimation, and inference of network formation and social interaction models. Her work has been published in Econometrica.

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