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Quasi-Experiments and Hedonic Property Value Methods

  • Christopher F. Parmeter

    (Department of Economics, University of Miami)

  • Jaren C. Pope

    (Department of Economics, Brigham Young University)

There has recently been a dramatic increase in the number of papers that have combined quasi-experimental methods with hedonic property models. This is largely due to the concern that cross-sectional hedonic methods may be severely biased by omitted variables. While the empirical literature has developed extensively, there has not been a consistent treatment of the theory and methods of combining hedonic property models with quasi-experiments. The purpose of this chapter is to fill this void. An effort is made to provide background information on the traditional hedonic theory, the traditional cross-sectional hedonic methods as well as the newer quasi-experimental hedonic methods that use program evaluation techniques. By connecting these two literatures, the underlying theoretical and empirical assumptions necessary to estimate the marginal willingness to pay for a housing characteristic are highlighted. The chapter also provides a practical how to guide on implementing a quasi-experimental hedonic analysis. This is done by focusing on a series of steps that can help to ensure the reliability of a quasi-experimental identification strategy. We illustrate this process using several recent papers from the literature.

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File URL: http://bus.miami.edu/_assets/files/repec/WP2012-07.pdf
File Function: First version, 2012
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Paper provided by University of Miami, Department of Economics in its series Working Papers with number 2012-7.

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Length: 92 pages
Date of creation: 09 Feb 2012
Date of revision:
Publication status: Forthcoming: Under Review
Handle: RePEc:mia:wpaper:2012-7
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Web page: http://www.bus.miami.edu/faculty-and-research/academic-departments/economics/index.html

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  1. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819 Elsevier.
  2. Ivar Ekeland & James Heckman & Lars Nesheim, 2002. "Identification and estimation of hedonic models," CeMMAP working papers CWP07/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  3. Kiel Katherine A. & McClain Katherine T., 1995. "House Prices during Siting Decision Stages: The Case of an Incinerator from Rumor through Operation," Journal of Environmental Economics and Management, Elsevier, vol. 28(2), pages 241-255, March.
  4. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
  5. Jaren C. Pope, 2008. "Do Seller Disclosures Affect Property Values? Buyer Information and the Hedonic Model," Land Economics, University of Wisconsin Press, vol. 84(4), pages 551-572.
  6. Dora L. Costa & Matthew E. Kahn, 2003. "The Rising Price of Nonmarket Goods," American Economic Review, American Economic Association, vol. 93(2), pages 227-232, May.
  7. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
  8. Greenstone, Michael & Gayer, Ted, 2009. "Quasi-experimental and experimental approaches to environmental economics," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 21-44, January.
  9. Pope, Jaren C., 2008. "Buyer information and the hedonic: The impact of a seller disclosure on the implicit price for airport noise," Journal of Urban Economics, Elsevier, vol. 63(2), pages 498-516, March.
  10. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
  11. Lucas W. Davis, 2004. "The Effect of Health Risk on Housing Values: Evidence from a Cancer Cluster," American Economic Review, American Economic Association, vol. 94(5), pages 1693-1704, December.
  12. S. B. Kask & S. A. Maani, 1992. "Uncertainty, Information, and Hedonic Pricing," Land Economics, University of Wisconsin Press, vol. 68(2), pages 170-184.
  13. Hallstrom, Daniel G. & Smith, V. Kerry, 2005. "Market responses to hurricanes," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 541-561, November.
  14. Daniel J. Henderson & Christopher F. Parmeter & Subal C. Kumbhakar, 2007. "Nonparametric estimation of a hedonic price function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 695-699.
  15. Pope, Jaren C., 2008. "Fear of crime and housing prices: Household reactions to sex offender registries," Journal of Urban Economics, Elsevier, vol. 64(3), pages 601-614, November.
  16. Leigh Linden & Jonah E. Rockoff, 2008. "Estimates of the Impact of Crime Risk on Property Values from Megan's Laws," American Economic Review, American Economic Association, vol. 98(3), pages 1103-27, June.
  17. Hansen, Christian B., 2007. "Asymptotic properties of a robust variance matrix estimator for panel data when T is large," Journal of Econometrics, Elsevier, vol. 141(2), pages 597-620, December.
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