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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.

Suggested Citation

  • 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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    Cited by:

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    2. Jonathan Halket & Lars Nesheim & Florian Oswald, 2015. "The housing stock, housing prices, and user costs," SciencePo Working papers 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. Lars Nesheim & Florian Oswald & Jonathan Halket, 2015. "A Selection Model of Hedonic House Values and Rents," 2015 Meeting Papers 961, Society for Economic Dynamics.
    5. repec:hal:spmain:info:hdl:2441/4dp533k0lq8dgrbgue1eid6mk1 is not listed on IDEAS

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