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Identifying Social Interactions Through Conditional Variance Restrictions

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Author Info
Bryan S. Graham

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Abstract

This paper proposes a new method for identifying social interactions using conditional variance restrictions. The method provides a consistent estimate of the social multiplier when social interactions take the "linear-in-means" form (Manski (1993)). When social interactions are not of the linear-in-means form, the estimator, under certain conditions, continues to form the basis of a consistent test of the no social interactions null with correct large sample size. The methods are illustrated using data from the Tennessee class size reduction experiment Project STAR. The application suggests that differences in peer group quality were an important source of individual-level variation in the academic achievement of Project STAR kindergarten students. Copyright Copyright 2008 by The Econometric Society.

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File URL: http://hdl.handle.net/10.1111/j.1468-0262.2008.00850.x
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Publisher Info
Article provided by Econometric Society in its journal Econometrica.

Volume (Year): 76 (2008)
Issue (Month): 3 (05)
Pages: 643-660
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Handle: RePEc:ecm:emetrp:v:76:y:2008:i:3:p:643-660

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  1. Yannis M. Ioannides & Giorgio Topa, 2009. "Neighborhood Effects: Accomplishments and Looking Beyond Them," Discussion Papers Series, Department of Economics, Tufts University 0736, Department of Economics, Tufts University. [Downloadable!]
  2. Giacomo De Giorgi & Michele Pellizzari & Silvia Redaelli, 2007. "Be as Careful of the Books You Read as of the Company You Keep: Evidence on Peer Effects in Educational Choices," IZA Discussion Papers 2833, Institute for the Study of Labor (IZA). [Downloadable!]
  3. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2009. "Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis," NBER Working Papers 14860, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Steven N. Durlauf & Yannis M. Ioannides, 2009. "Social Interactions," Discussion Papers Series, Department of Economics, Tufts University 0739, Department of Economics, Tufts University. [Downloadable!]
  5. Roberto Galbiati & Giulio Zanella, 2008. "The Social Multiplier of Tax Evasion: Evidence from Italian Audit Data," Department of Economics University of Siena 539, Department of Economics, University of Siena. [Downloadable!]
  6. Iyer, S. & Weeks, M., 2009. "Social Interactions, Ethnicity and Fertility in Kenya," Cambridge Working Papers in Economics 0903, Faculty of Economics, University of Cambridge. [Downloadable!]
  7. Elizabeth Cascio & Diane Whitmore Schanzenbach, 2007. "First in the Class? Age and the Education Production Function," NBER Working Papers 13663, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  8. William A. Brock & Steven N. Durlauf, 2009. "Adoption Curves and Social Interactions," NBER Working Papers 15065, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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This page was last updated on 2009-11-12.


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