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Testing unilateral and bilateral link formation

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Author Info

  • Margherita Comola

    (EEP-PSE - Ecole d'Économie de Paris - Paris School of Economics - Ecole d'Économie de Paris, PSE - Paris-Jourdan Sciences Economiques - CNRS : UMR8545 - École des Hautes Études en Sciences Sociales (EHESS) - École des Ponts ParisTech (ENPC) - École normale supérieure [ENS] - Paris)

  • Marcel Fafchamps

    (Department of Economics - University of Oxford - University of Oxford)

Abstract

We propose a test of whether self-reported network data is best seen as an actual link or willingness to link and, in the latter case, whether this link is generated by an unilateral or bilateral link formation process. We illustrate this test using survey answers to a risk-sharing question in an African village. We find that bilateral link formation fits the data better than unilateral link formation, but the data are best interpreted as willingness to link rather than an actual link. We then expand the model to include self-censoring and find it to fit the data significantly better than willingness to link. This suggests that, in our data, the data generating process behind self-reported links is a hybrid between an actual link and willingness to link.

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Bibliographic Info

Paper provided by HAL in its series Working Papers with number halshs-00574971.

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Date of creation: Dec 2009
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Handle: RePEc:hal:wpaper:halshs-00574971

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Related research

Keywords: network architecture ; pairwise stability ; risk sharing;

References

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  1. Marcel Fafchamps & Susan Lund, 2000. "Risk-Sharing Networks in Rural Philippines," Economics Series Working Papers 10, University of Oxford, Department of Economics.
  2. Marcel Fafchamps & Flore Gubert, 2005. "The Formation of Risk Sharing Networks," Economics Series Working Papers GPRG-WPS-037, University of Oxford, Department of Economics.
  3. Abigail Barr & Marleen Dekker & Marcel Fafchamps, 2008. "Risk Sharing Relations and Enforcement Mechanisms," CSAE Working Paper Series 2008-14, Centre for the Study of African Economies, University of Oxford.
  4. Garance Genicot & Debraj Ray, 2003. "Group Formation in Risk--Sharing Arrangements," Review of Economic Studies, Wiley Blackwell, vol. 70(1), pages 87-113, January.
  5. Sanjeev Goyal, 2007. "Introduction to Connections: An Introduction to the Economics of Networks
    [Connections: An Introduction to the Economics of Networks]
    ," Introductory Chapters, Princeton University Press.
  6. Stefan Dercon & Joachim De Weerdt, 2002. "Risk-sharing networks and insurance against illness," CSAE Working Paper Series 2002-16, Centre for the Study of African Economies, University of Oxford.
  7. Joseph G. Altonji & Fumio Hayashi & Laurence J. Kotlikoff, 1993. "Is the Extended Family Altruistically Linked? Direct Tests Using Micro Data," NBER Working Papers 3046, National Bureau of Economic Research, Inc.
  8. Jean-Paul Azam & Flore Gubert, 2006. "Migrants' Remittances and the Household in Africa: A Review of Evidence," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 15(2), pages 426-462, December.
  9. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
  10. Arcand, Jean-Louis & Fafchamps, Marcel, 2012. "Matching in community-based organizations," Journal of Development Economics, Elsevier, vol. 98(2), pages 203-219.
  11. Abigail Barr & Mattea Stein, 2008. "Status and egalitarianism in traditional communities: An analysis of funeral attendance in six Zimbabwean villages," CSAE Working Paper Series 2008-26, Centre for the Study of African Economies, University of Oxford.
  12. Bester, C. Alan & Conley, Timothy G. & Hansen, Christian B., 2011. "Inference with dependent data using cluster covariance estimators," Journal of Econometrics, Elsevier, vol. 165(2), pages 137-151.
  13. Kimball, Miles S, 1988. "Farmers' Cooperatives as Behavior Toward Risk," American Economic Review, American Economic Association, vol. 78(1), pages 224-32, March.
  14. Lucas, Robert E B & Stark, Oded, 1985. "Motivations to Remit: Evidence from Botswana," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 901-18, October.
  15. Poirier, Dale J., 1980. "Partial observability in bivariate probit models," Journal of Econometrics, Elsevier, vol. 12(2), pages 209-217, February.
  16. Platteau, Jean-Philippe, 1995. "An Indian Model of Aristocratic Patronage," Oxford Economic Papers, Oxford University Press, vol. 47(4), pages 636-62, October.
  17. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
  18. Guenter Hitsch & Ali Hortacsu, 2005. "What Makes You Click? An Empirical Analysis of Online Dating," 2005 Meeting Papers 207, Society for Economic Dynamics.
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