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Location choice of residential housing supply: An application of the multiple discrete-continuous extreme value (MDCEV) model

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  • Zhang, Yu
  • Miller, Eric J.

Abstract

The supply location of residential housing is the result of multiple, simultaneous decisions by housing developers. This choice situation can be characterized by the discretionary choice of locations for the housing projects and the amount of housing units to be built at the given locations. Within this context, the modelling of residential housing supply locations, or the allocation of predicted housing supply over space, is a discrete-continuous process. In this paper, we apply a multiple discrete continuous extreme value (MDCEV) model to simultaneously model the location choice and amount of housing supply. The empirical study is conducted in the city of Toronto with a pooled model, and four separated models for each structure type. The prediction results indicate reasonable fits. The developed model can be used to generate housing supply at a given period over space in an urban microsimulation system and serves as a valuable tool for policymakers, urban planners, and researchers in the field of housing supply and urban systems.

Suggested Citation

  • Zhang, Yu & Miller, Eric J., 2025. "Location choice of residential housing supply: An application of the multiple discrete-continuous extreme value (MDCEV) model," Journal of choice modelling, Elsevier, vol. 54(C).
    • Handle: RePEc:eee:eejocm:v:54:y:2025:i:c:s1755534524000678
    DOI: 10.1016/j.jocm.2024.100535
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    1. Edward L. Glaeser & Joseph Gyourko & Raven E. Saks, 2006. "Urban growth and housing supply," Journal of Economic Geography, Oxford University Press, vol. 6(1), pages 71-89, January.
    2. Farooq, Bilal & Miller, Eric J. & Haider, Murtaza, 2013. "A multidimensional decisions modeling framework for built space supply," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 6(3), pages 61-74.
    3. Dick Ettema & Aldrik Bakema & Harry Timmermans, 2005. "PUMA - a multi-agent model of urban systems," ERSA conference papers ersa05p281, European Regional Science Association.
    4. Michael K. Berkowitz & Nancy Gallini & Eric Miller & Rob Wolfe, 1990. "Disaggregate Analysis of the Demand for Gasoline," Canadian Journal of Economics, Canadian Economics Association, vol. 23(2), pages 253-275, May.
    5. Bhat, Chandra R., 2005. "A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions," Transportation Research Part B: Methodological, Elsevier, vol. 39(8), pages 679-707, September.
    6. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    7. Songtao Wang & Su Han Chan & Bohua Xu, 2012. "The Estimation and Determinants of the Price Elasticity of Housing Supply: Evidence from China," Journal of Real Estate Research, Taylor & Francis Journals, vol. 34(3), pages 311-344, January.
    8. Mayer, Christopher J. & Somerville, C. Tsuriel, 2000. "Residential Construction: Using the Urban Growth Model to Estimate Housing Supply," Journal of Urban Economics, Elsevier, vol. 48(1), pages 85-109, July.
    9. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    10. Dena Kasraian & Shivani Raghav & Bilal Yusuf & Eric J Miller, 2022. "A longitudinal analysis of travel demand and its determinants in the Greater Toronto-Hamilton Area," Environment and Planning B, , vol. 49(8), pages 2230-2249, October.
    11. Molloy, Raven, 2020. "The effect of housing supply regulation on housing affordability: A review," Regional Science and Urban Economics, Elsevier, vol. 80(C).
    12. Glaeser, Edward L. & Gyourko, Joseph & Saiz, Albert, 2008. "Housing supply and housing bubbles," Journal of Urban Economics, Elsevier, vol. 64(2), pages 198-217, September.
    13. Francisco Martínez & Pedro Donoso, 2010. "The MUSSA II Land Use Auction Equilibrium Model," Advances in Spatial Science, in: Francesca Pagliara & John Preston & David Simmonds (ed.), Residential Location Choice, pages 99-113, Springer.
    14. McFarlane, Alastair, 1999. "Taxes, Fees, and Urban Development," Journal of Urban Economics, Elsevier, vol. 46(3), pages 416-436, November.
    15. Kuriyama, Koichi & Shoji, Yasushi & Tsuge, Takahiro, 2020. "The value of leisure time of weekends and long holidays: The multiple discrete–continuous extreme value (MDCEV) choice model with triple constraints," Journal of choice modelling, Elsevier, vol. 37(C).
    16. DiPasquale, Denise, 1999. "Why Don't We Know More about Housing Supply?," The Journal of Real Estate Finance and Economics, Springer, vol. 18(1), pages 9-23, January.
    17. Pinjari, Abdul Rawoof & Bhat, Chandra, 2021. "Computationally efficient forecasting procedures for Kuhn-Tucker consumer demand model systems: Application to residential energy consumption analysis," Journal of choice modelling, Elsevier, vol. 39(C).
    18. Łaszek, Jacek & Olszewski, Krzysztof, 2014. "The behaviour of housing developers and aggregate housing supply," MPRA Paper 60478, University Library of Munich, Germany.
    19. Mayo, Stephen & Sheppard, Stephen, 2001. "Housing Supply and the Effects of Stochastic Development Control," Journal of Housing Economics, Elsevier, vol. 10(2), pages 109-128, June.
    20. Wheaton, William C., 1982. "Urban residential growth under perfect foresight," Journal of Urban Economics, Elsevier, vol. 12(1), pages 1-21, July.
    21. Paciorek, Andrew, 2013. "Supply constraints and housing market dynamics," Journal of Urban Economics, Elsevier, vol. 77(C), pages 11-26.
    22. Songtao Wang & Su Han Chan & Bohua Xu, 2012. "The Estimation and Determinants of the Price Elasticity of Housing Supply: Evidence from China," Journal of Real Estate Research, American Real Estate Society, vol. 34(3), pages 311-344.
    23. Abdul Pinjari & Ram Pendyala & Chandra Bhat & Paul Waddell, 2011. "Modeling the choice continuum: an integrated model of residential location, auto ownership, bicycle ownership, and commute tour mode choice decisions," Transportation, Springer, vol. 38(6), pages 933-958, November.
    24. Paul Waddell, 2010. "Modeling Residential Location in UrbanSim," Advances in Spatial Science, in: Francesca Pagliara & John Preston & David Simmonds (ed.), Residential Location Choice, pages 165-180, Springer.
    25. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762, Enero-Abr.
    26. Arthur Grimes & Andrew Aitken, 2010. "Housing Supply, Land Costs and Price Adjustment," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 38(2), pages 325-353, June.
    27. Fujita, Masahisa, 1982. "Spatial patterns of residential development," Journal of Urban Economics, Elsevier, vol. 12(1), pages 22-52, July.
    28. Bhat, Chandra R., 2008. "The multiple discrete-continuous extreme value (MDCEV) model: Role of utility function parameters, identification considerations, and model extensions," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 274-303, March.
    29. Mondal, Aupal & Bhat, Chandra R., 2021. "A new closed form multiple discrete-continuous extreme value (MDCEV) choice model with multiple linear constraints," Transportation Research Part B: Methodological, Elsevier, vol. 147(C), pages 42-66.
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