Binary Choice Models with Social Network under Heterogeneous Rational Expectations
Lung-Fei Lee (),
Ji Li and
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Ji Li: Capital One
Xu Lin: Wayne State University
The Review of Economics and Statistics, 2014, vol. 96, issue 3, 402-417
This paper extends Brock and Durlauf's (2001a, 2001b) binary choice complete network (or group interaction) model with homogeneous rational expectations to a general network model with heterogeneous rational expectations. In our model, individuals will form expectations regarding peers' behaviors taking into account their characteristics. Endogenous, contextual, and correlated effects are all identifiable. Conditions for unique equilibrium are established. For a complete network with heterogeneous rational expectations, multiple equilibria can be characterized by an aggregate scalar index. The empirical results on adolescents' smoking behaviors show significant endogenous and contextual effects, even after controlling for school-grade random effects and school fixed effects. © 2014 The President and Fellows of Harvard College and the Massachusetts Institute of Technology
Keywords: Discrete choice; social interaction; rational expectation; heterogeneity; smoking; teenagers (search for similar items in EconPapers)
JEL-codes: C21 C25 I10 J13 (search for similar items in EconPapers)
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