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Overidentification Tests with Grouped Data

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  • Caroline Hoxby
  • M. Daniele Paserman

Abstract

This paper examines the validity of overidentification tests and exogeneity tests in the presence of grouped data. We find that even a small intra-group correlation, when instruments do not vary within groups, may generate a substantial bias in the standard overidentification tests described in textbooks.

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File URL: http://www.nber.org/papers/t0223.pdf
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Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Technical Working Papers with number 0223.

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Date of creation: Feb 1998
Date of revision:
Handle: RePEc:nbr:nberte:0223

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References

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  1. K. Newey, Whitney, 1985. "Generalized method of moments specification testing," Journal of Econometrics, Elsevier, vol. 29(3), pages 229-256, September.
  2. Caroline M. Hoxby, 2000. "Does Competition among Public Schools Benefit Students and Taxpayers?," American Economic Review, American Economic Association, vol. 90(5), pages 1209-1238, December.
  3. Lawrence F. Katz & Alan B. Krueger, 1992. "The effect of the minimum wage on the fast-food industry," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 46(1), pages 6-21, October.
  4. Cutler, David M & Glaeser, Edward L, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, MIT Press, vol. 112(3), pages 827-72, August.
  5. Jonathan Gruber, 1992. "The Efficiency of a Group-Specific Mandated Benefit: Evidence From Health Insurance Benefits for Maternity," NBER Working Papers 4157, National Bureau of Economic Research, Inc.
  6. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  7. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
  8. Phillip B. Levine & Amy B. Trainor & David J. Zimmerman, 1995. "The Effect of Medicaid Abortion Funding Restrictions on Abortions, Pregnancies, and Births," NBER Working Papers 5066, National Bureau of Economic Research, Inc.
  9. Charles C. Brown & James L.. Medoff, 1988. "Employer Size, Pay, and the Ability to Pay in the Public Sector," NBER Chapters, in: When Public Sector Workers Unionize, pages 195-216 National Bureau of Economic Research, Inc.
  10. repec:fth:prinin:298 is not listed on IDEAS
  11. Richard B. Freeman & Casey Ichniowski, 1988. "When Public Sector Workers Unionize," NBER Books, National Bureau of Economic Research, Inc, number free88-1, October.
  12. Hausman, Jerry A., 1983. "Specification and estimation of simultaneous equation models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 1, chapter 7, pages 391-448 Elsevier.
  13. Kane, Thomas J & Staiger, Douglas, 1996. "Teen Motherhood and Abortion Access," The Quarterly Journal of Economics, MIT Press, vol. 111(2), pages 467-506, May.
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Citations

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Cited by:
  1. Caroline Minter Hoxby, 1994. "Does Competition Among Public Schools Benefit Students and Taxpayers?," NBER Working Papers 4979, National Bureau of Economic Research, Inc.
  2. Colin Cameron, 2011. "Robust inference with clustered data," Mexican Stata Users' Group Meetings 2011 07, Stata Users Group.
  3. Jesse Rothstein, 2005. "Does Competition Among Public Schools Benefit Students and Taxpayers? A Comment on Hoxby (2000)," NBER Working Papers 11215, National Bureau of Economic Research, Inc.
  4. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," Boston College Working Papers in Economics 545, Boston College Department of Economics, revised 14 Feb 2003.
  5. Roland Maude-Griffin & Roger Feldman & Douglas Wholey, 2004. "Nash bargaining model of HMO premiums," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1329-1336.
  6. Cafer Kaplan & Erdal Ozmen & Cihan Yalcin, 2006. "The Determinants and Implications of Financial Asset Holdings of Non-Financial Firms in Turkey : An Emprical Investigation," Working Papers 0606, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
  7. David Figlio & Jens Ludwig, 2000. "Sex, Drugs, and Catholic Schools: Private Schooling and Non-Market Adolescent Behaviors," NBER Working Papers 7990, National Bureau of Economic Research, Inc.
  8. Hehui Jin & Yingyi Qian, . "Public vs. Private Ownership of Firms: Evidence from Rural China," Working Papers 97047, Stanford University, Department of Economics.
  9. Stefan Dercon, 2007. "The impact of roads and agricultural extension on consumption growth and poverty in fifteen Ethiopian villages," Economics Series Working Papers WPS/2007-01, University of Oxford, Department of Economics.
  10. Dercon, Stefan & Gilligan, Daniel O. & Hoddinott, John & Woldehan, Tassew, 2008. "The impact of agricultural extension and roads on poverty and consumption growth in fifteen Ethiopian villages:," IFPRI discussion papers 840, International Food Policy Research Institute (IFPRI).
  11. Sevcan Yesiltas, 2009. "Financing Constraints and Investment: The Case of Turkish Manufacturing Firms," 2009 Meeting Papers 874, Society for Economic Dynamics.
  12. Aughinbaugh, Alison & Gittleman, Maury, 2004. "Maternal employment and adolescent risky behavior," Journal of Health Economics, Elsevier, vol. 23(4), pages 815-838, July.
  13. Kerwin Kofi Charles & Patrick Kline, 2006. "Relational Costs and the Production of Social Capital: Evidence from Carpooling," Economic Journal, Royal Economic Society, vol. 116(511), pages 581-604, 04.
  14. Matthew Gentzkow & Jesse M. Shapiro, 2006. "Does Television Rot Your Brain? New Evidence from the Coleman Study," NBER Working Papers 12021, National Bureau of Economic Research, Inc.

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