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Matching Models: Empirics

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Abstract

A matching model takes a set of payoffs or outputs for all possible matches and produces a set of matches where no couple would prefer to deviate and become matched, instead of their assigned matches. Matching models are increasingly being estimated in empirical work in industrial organization, labour economics, public economics, and other fields. This article surveys methods for and applications of structural estimation for two-sided matching games.

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Bibliography

  • Ahlin, C. 2009. Matching for credit: Risk and diversification in Thai micro-borrowing groups. Michigan State University working paper, September.

    Google Scholar 

  • Akkus, O. 2008. Endogenous matching and the determinants of underpricing in IPO markets. University of Chicago working paper, November.

    Google Scholar 

  • Akkus, O. and Hortaçsu, A. 2007. The determinants of bank mergers: A revealed preference analysis. University of Chicago working paper, March.

    Google Scholar 

  • Atakan, A.E. 2006. Assortative matching with explicit search costs. Econometrica 74: 667–81.

    Article  Google Scholar 

  • Baccara, M., A. Imrohoroglu, A. Wilson, and L. Yariv. 2009. A field study on matching with network externalities. New York University working paper, August.

    Google Scholar 

  • Becker, G.S. 1973. A theory of marriage: Part I. Journal of Political Economy 81: 813–46.

    Article  Google Scholar 

  • Berry, S.T. 1992. Estimation of a model of entry in the airline industry. Econometrica 60: 889–917.

    Article  Google Scholar 

  • Boyd, D., H. Lankford, S. Loeb, and J. Wyckoff. 2003. Analyzing determinants of the matching of public school teachers to jobs: Estimating compensating differentials in imperfect labor markets. University of Buffalo working paper.

    Google Scholar 

  • Bresnahan, T.F., and P.C. Reiss. 1991. Empirical models of discrete games. Journal of Econometrics 48: 57–81.

    Article  Google Scholar 

  • Bruze, G. 2009. Schooling, marriage, and male and female consumption. Aarhus University working paper, March.

    Google Scholar 

  • Chen, J. 2009. Two-sided matching and spread determinants in the loan market. University of California at Irvine working paper, May.

    Google Scholar 

  • Choo, E., and A. Siow. 2006. Who marries whom and why. Journal of Political Economy 114: 175–201.

    Article  Google Scholar 

  • Crawford, V.P., and E.M. Knoer. 1981. Job matching with heterogeneous firms and workers. Econometrica 49: 437–50.

    Article  Google Scholar 

  • Dagsvik, J.K. 2000. Aggregation in matching markets. International Economic Review 41: 27–57.

    Article  Google Scholar 

  • Fox, J.T. 2008. An empirical, repeated matching game applied to market thickness and switching. University of Chicago working paper.

    Google Scholar 

  • Fox, J.T. 2009a. Estimating matching games with transfers. University of Chicago working paper, August.

    Google Scholar 

  • Fox, J.T. 2009b. Identification in matching games. University of Chicago working paper, June.

    Google Scholar 

  • Fox, J.T. and P. Bajari. 2009. Measuring the efficiency of an FCC spectrum auction. University of Chicago working paper.

    Google Scholar 

  • Gale, D., and L. Shapley. 1962. College admissions and the stability of marriage. American Mathematical Monthly 69.

    Google Scholar 

  • Gordon, N., and B. Knight. 2009. A spatial merger estimator with an application to school district consolidation. Journal of Public Economics 93: 752–65.

    Article  Google Scholar 

  • Hall, B.H. 1988. Estimation of the probability of acquisition in an equilibrium setting. University of California at Berkeley working paper, August.

    Google Scholar 

  • Hatfield, J.W., and P.R. Milgrom. 2005. Matching with contracts. American Economic Review 95: 913–35.

    Article  Google Scholar 

  • Heckman, J.J. 1979. Sample selection bias as a specification error. Econometrica 47: 153–62.

    Article  Google Scholar 

  • Heckman, J.J. 1990. Varieties of selection bias. American Economic Review 80: 313–18.

    Google Scholar 

  • Hitsch, G., A. Hortaçsu, and D. Ariely. 2009. Matching and sorting in online dating markets. American Economic Review.

    Google Scholar 

  • Kelso, A.S., and V.P. Crawford. 1982. Job matching, coalition formation, and gross substitutes. Econometrica 50: 1483–1504.

    Article  Google Scholar 

  • Koopmans, T.C., and M. Beckmann. 1957. Assignment problems and the location of economic activities. Econometrica 25: 53–76.

    Article  Google Scholar 

  • Levine, A.A. 2008. Licensing and scale economies in the biotechnology pharmaceutical industry. Harvard University working paper, June.

    Google Scholar 

  • Mindruta, D. 2009. Value creation in university-firm research collaborations: A matching approach. HEC Paris working paper, February.

    Google Scholar 

  • Park, M. 2008. An empirical two-sided matching model of acquisitions: Understanding merger incentives and outcomes in the mutual fund industry. University of Minnesota working paper, September.

    Google Scholar 

  • Reiss, P.C., and F.A. Wolak. 2007. Structural econometric modeling: Rationales and examples from industrial organization. In Handbook of Econometrics, Vol. 6A. Elsevier.

    Google Scholar 

  • Rosen, S. 1974. Hedonic prices and implicit markets: Product differentiation in pure competition. Journal of Political Economy 82: 34.

    Article  Google Scholar 

  • Roth, A.E., and M.A.O. Sotomayor. 1990. Two-sided matching number 18. Econometric Society Monograph, Econometric Society.

    Google Scholar 

  • Shapley, L.S., and M. Shubik. 1972. The assignment game I: The core. International Journal of Game Theory 1: 111–30.

    Article  Google Scholar 

  • Shimer, R., and L. Smith. 2000. Assortative matching and search. Econometrica 68: 343–69.

    Article  Google Scholar 

  • Siow, A. 2008. How does the marriage market clear? An empirical framework. University of Toronto working paper, July.

    Google Scholar 

  • Sørensen, M. 2007. How smart is smart money? A two-sided matching model of venture capital. Journal of Finance 62: 2725–62.

    Article  Google Scholar 

  • Sørensen, M. 2009. Identification of multi-index selection models. Columbia University working paper.

    Google Scholar 

  • Yang, Y., M. Shi, and A. Goldfarb. 2009. Estimating the value of brand alliances in professional team sports. Marketing Science.

    Google Scholar 

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Fox, J.T. (2018). Matching Models: Empirics. In: The New Palgrave Dictionary of Economics. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-349-95189-5_2971

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