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Estimating Hedonic Functions for Rents and Values in the Presence of Unobserved Heterogeneity in the Quality for Housing

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Abstract

A central challenge in estimating models with heterogeneous housing is separating quality from price. We provide a new method for estimating hedonic functions for rental rates and housing values treating housing quality as unobserved by the econo- metrician. Our method also deals with the problem that rental prices and housing values are partially latent showing that the rent-to-value ratio is non-parameterically identified. We, thus provide an integrated treatment of non-linear pricing rental and asset markets. Our new method can be used to gain some new insights into the causes and effects of the recent housing market crisis in the U.S. Our main application focuses on the housing markets of Miami (Fl) which experienced an average real appreciation of housing values of 65 percent during the period from 2002 to 2007. Our findings are broadly consistent with the view that changes in credit market conditions for low income houses together with changes in investor expectations about future housing prices may have accounted for the large run-up in housing values.

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  • Dennis Epple & Luis Quintero & Holger Sieg, "undated". "Estimating Hedonic Functions for Rents and Values in the Presence of Unobserved Heterogeneity in the Quality for Housing," GSIA Working Papers 2013-E26, Carnegie Mellon University, Tepper School of Business.
    • Handle: RePEc:cmu:gsiawp:388859950
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    1. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February.
    2. Nechyba, Thomas J, 1997. "Local Property and State Income Taxes: The Role of Interjurisdictional Competition and Collusion," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 351-384, April.
    3. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
    4. Thomas J. Nechyba, 2000. "Mobility, Targeting, and Private-School Vouchers," American Economic Review, American Economic Association, vol. 90(1), pages 130-146, March.
    5. Sommer, Kamila & Sullivan, Paul & Verbrugge, Randal, 2013. "The equilibrium effect of fundamentals on house prices and rents," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 854-870.
    6. Poterba, James M, 1992. "Taxation and Housing: Old Questions, New Answers," American Economic Review, American Economic Association, vol. 82(2), pages 237-242, May.
    7. James M. Poterba, 1984. "Tax Subsidies to Owner-Occupied Housing: An Asset-Market Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(4), pages 729-752.
    8. Edward L. Glaeser & Joseph Gyourko, 2005. "Urban Decline and Durable Housing," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 345-375, April.
    9. Vernon Henderson & Anthony Venables, 2009. "Dynamics of city formation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(2), pages 233-254, April.
    10. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    11. Dunz, Karl, 1989. "Some comments on majority rule equilibria in local public good economies," Journal of Economic Theory, Elsevier, vol. 47(1), pages 228-234, February.
    12. Steven Berry & Ariel Pakes, 2007. "The Pure Characteristics Demand Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1193-1225, November.
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    1. repec:spo:wpmain:info:hdl:2441/4dp533k0lq8dgrbgue1eid6mk1 is not listed on IDEAS
    2. Jonathan Halket & Lars Nesheim & Florian Oswald, 2015. "The housing stock, housing prices, and user costs," Sciences Po Economics Publications (main) hal-03393224, HAL.
    3. Jonathan Halket & Lars Nesheim & Florian Oswald, 2020. "The Housing Stock, Housing Prices, And User Costs: The Roles Of Location, Structure, And Unobserved Quality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1777-1814, November.
    4. Jonathan Halket & Lars Nesheim & Florian Oswald, 2015. "A Selection Model of Hedonic House Values and Rents," ERSA conference papers ersa15p932, European Regional Science Association.

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