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A New Approach to Estimating the Production Function for Housing

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  • Dennis Epple
  • Brett Gordon
  • Holger Sieg

Abstract

Dating to the classic works of Alonso, Mills, and Muth, the production function for housing has played a central role in urban economics and local public finance. This paper provides a new flexible approach for estimating the housing production function which treats housing quantities and prices as latent variables. The empirical analysis is based on a comprehensive database of recently built properties in Allegheny County, Pennsylvania. We find that the new method proposed in this paper works well in the application and provides reasonable estimates for the underlying production function. (JEL C51, D24, R11, R31)

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Bibliographic Info

Article provided by American Economic Association in its journal American Economic Review.

Volume (Year): 100 (2010)
Issue (Month): 3 (June)
Pages: 905-24

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Handle: RePEc:aea:aecrev:v:100:y:2010:i:3:p:905-24

Note: DOI: 10.1257/aer.100.3.905
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  1. Beresteanu, Arie, 2002. "Nonparametric Analysis of Cost Complementarities in the Telecommunications Industry," Working Papers 02-07, Duke University, Department of Economics.
  2. Whitney Newey, 1999. "Flexible Simulated Moment Estimation of Nonlinear Errors-in-Variables Models," Working papers 99-02, Massachusetts Institute of Technology (MIT), Department of Economics.
  3. Edward L. Glaeser & Joseph Gyourko, . "Urban Decline and Durable Housing," Zell/Lurie Center Working Papers 382, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
  4. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Wiley Blackwell, vol. 70(2), pages 317-341, 04.
  5. Maria Marta Ferreyra, 2007. "Estimating the Effects of Private School Vouchers in Multidistrict Economies," American Economic Review, American Economic Association, vol. 97(3), pages 789-817, June.
  6. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," NBER Working Papers 13236, National Bureau of Economic Research, Inc.
  7. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
  8. Diewert, W. E., 1973. "Functional forms for profit and transformation functions," Journal of Economic Theory, Elsevier, vol. 6(3), pages 284-316, June.
  9. Smith, Barton A, 1976. "The Supply of Urban Housing," The Quarterly Journal of Economics, MIT Press, vol. 90(3), pages 389-405, August.
  10. Hausman, Jerry A. & Newey, Whitney K. & Ichimura, Hidehiko & Powell, James L., 1991. "Identification and estimation of polynomial errors-in-variables models," Journal of Econometrics, Elsevier, vol. 50(3), pages 273-295, December.
  11. Susanne M. Schennach, 2004. "Estimation of Nonlinear Models with Measurement Error," Econometrica, Econometric Society, vol. 72(1), pages 33-75, 01.
  12. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  13. Dennis Epple & Thomas Romer & Holger Sieg, 2001. "Interjurisdictional Sorting and Majority Rule: An Empirical Analysis," Econometrica, Econometric Society, vol. 69(6), pages 1437-1465, November.
  14. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
  15. McDonald, John F., 1981. "Capital-land substitution in urban housing: A survey of empirical estimates," Journal of Urban Economics, Elsevier, vol. 9(2), pages 190-211, March.
  16. Olsen, Edgar O, 1969. "A Competitive Theory of the Housing Market," American Economic Review, American Economic Association, vol. 59(4), pages 612-22, Part I Se.
  17. Andrew Haughwout & James Orr & David Bedoll, 2008. "The price of land in the New York metropolitan area," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 14(Apr).
  18. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
  19. Smith, Lawrence B & Rosen, Kenneth T & Fallis, George, 1988. "Recent Developments in Economic Models of Housing Markets," Journal of Economic Literature, American Economic Association, vol. 26(1), pages 29-64, March.
  20. Holger Sieg & V. Kerry Smith & H. Spencer Banzhaf & Randy Walsh, 2004. "Estimating The General Equilibrium Benefits Of Large Changes In Spatially Delineated Public Goods," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(4), pages 1047-1077, November.
  21. Mundlak, Yair, 1996. "Production Function Estimation: Reviving the Primal," Econometrica, Econometric Society, vol. 64(2), pages 431-38, March.
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Citations

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Cited by:
  1. Andrew D. Paciorek, 2012. "Supply constraints and housing market dynamics," Finance and Economics Discussion Series 2012-01, Board of Governors of the Federal Reserve System (U.S.).
  2. Gabriel M. Ahfeldt, 2013. "Urbanity," SERC Discussion Papers 0136, Spatial Economics Research Centre, LSE.
  3. Henderson, Daniel J., 2008. "A Nonparametric Examination of Capital-Skill Complementarity," IZA Discussion Papers 3865, Institute for the Study of Labor (IZA).
  4. Stephen Calabrese & Dennis N. Epple & Richard Romano, 2011. "Inefficiencies from Metropolitan Political and Fiscal Decentralization: Failures of Tiebout Competition," NBER Working Papers 17251, National Bureau of Economic Research, Inc.
  5. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-62, December.
  6. David Albouy & Gabriel Ehrlich, 2012. "Metropolitan Land Values and Housing Productivity," NBER Working Papers 18110, National Bureau of Economic Research, Inc.
  7. Bayer, Patrick & McMillan, Robert, 2012. "Tiebout sorting and neighborhood stratification," Journal of Public Economics, Elsevier, vol. 96(11), pages 1129-1143.
  8. Dennis Epple & Michael Peress & Holger Sieg, 2010. "Identification and Semiparametric Estimation of Equilibrium Models of Local Jurisdictions," American Economic Journal: Microeconomics, American Economic Association, vol. 2(4), pages 195-220, November.
  9. Epple, Dennis & Romano, Richard & Sieg, Holger, 2012. "The intergenerational conflict over the provision of public education," Journal of Public Economics, Elsevier, vol. 96(3), pages 255-268.

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