Integrating the housing market into an agent-based economic model

  • Einar Jón Erlingsson
  • Marco Raberto
  • Hlynur Stefánsson
  • Jón Thór Sturluson
Chapter
Part of the Lecture Notes in Economics and Mathematical Systems book series (LNE, volume 662)

Abstract

In this paper, we develop an agent-based model of the housing market and integrate it into a larger agent-based artificial economy. The model is characterized by four types of agents: households, firms, banks and a central bank, which interact through different types of markets: a consumption goods market, a labor market, a housing market and a credit market. We model a wealth effect of housing wealth into households consumption budget as the main link between the housing market and the real economy. Banks will extend mortgages to households only if the expenditure on housing, as a proportion of total income, is lower than a given threshold (β). Different simulations are preformed to see how changing βeffects the housing market and the real economy. We find that by lowering the constraint on bank lending, i.e. increasing β, housing prices boom, positively affecting the real economy

Keywords

Interest Rate Central Bank Housing Price Housing Market Real Economy 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Benenson I (2004) Agent-based modeling: From individual residential choice to urban residential dynamics. Spatially Integrated Social Science pp 67-95Google Scholar
  2. 2.
    Calomiris C, Longhofer S, Miles W (2012) The housing wealth effect: The crucial roles of demographics, wealth distribution and wealth shares. Tech. rep., National Bureau of Economic ResearchCrossRefGoogle Scholar
  3. 3.
    Carroll C, Otsuka M, Slacalek J (2011) How large are housing and financial wealth effects? a new approach. Journal of Money, Credit and Banking 43(1):55-79CrossRefGoogle Scholar
  4. 4.
    Cincotti S, Raberto M, Teglio A (2012) The Eurace macroeconomic model and simulator. In: Agent-based Dynamics, Norms, and Corporate Governance. The proceedings of the 16-th World Congress of the International Economic Association, Palgrave, vol II, forthcoming.Google Scholar
  5. 5.
    Diappi L, Bolchi P (2008) Smith’s rent gap theory and local real estate dynamics: A multiagent model. Computers, Environment and Urban Systems 32(1):6-18CrossRefGoogle Scholar
  6. 6.
    Erlingsson EJ, Raberto M, Stefansson H (2012) The Iceace project: agent-based model of a credit network economy. Tech. rep., Reykjavik UniversityGoogle Scholar
  7. 7.
    Farmer J, Foley D (2009) The economy needs agent-based modelling. Nature 460(7256):685- 686CrossRefGoogle Scholar
  8. 8.
    Gangel M, Seiler M, Collins A (2011) Exploring the foreclosure contagion effect using agent- based modeling. The Journal of Real Estate Finance and Economics pp 1-16Google Scholar
  9. 9.
    Gilbert N, Hawksworth J, Swinney P (2009) An agent-based model of the english housing market. In: AAAI Spring Symposium on Technosocial Predictive Analytics. Standford, California: AAAI, pp 30-35Google Scholar
  10. 10.
    Grebler L, Blank D, Winnick L (1956) Capital formation in residential real estate: Trends and prospects. NBER BooksGoogle Scholar
  11. 11.
    Keen S (2009) Household debt: The final stage in an artificially extended ponzi bubble. Australian Economic Review 42(3):347-357CrossRefGoogle Scholar
  12. 12.
    Liu X (2011) Towards a microsimulation residential housing market model: Real estate appraisal and new housing developmentGoogle Scholar
  13. 13.
    McMahon M, Berea A, Osman H (2009) An agent based model of the housing market: Hous- ingmarketrev8.3.nlogo. Tech. rep.Google Scholar
  14. 14.
    Meen D, Meen G (2003) Social behaviour as a basis for modelling the urban housing market: a review. Urban Studies 40(5-6):917-935CrossRefGoogle Scholar
  15. 15.
    Raberto M, Teglio A, Cincotti S (2011) Debt deleveraging and business cycles. an agent-based perspective. Economics Discussion Paper (2011-31), URL http://www.economics-ejournal.org/economics/discussionpapers/2011-31.
  16. 16.
    Shiller R (2007) Understanding recent trends in house prices and home ownership. Tech. rep., National Bureau of Economic ResearchGoogle Scholar
  17. 17.
    Statistics Iceland (2012) Statistical series: Wages, income and labour market. Tech. rep.Google Scholar
  18. 18.
    Tsatsaronis K, Zhu H (2004) What drives housing price dynamics: cross-country evidence. Bis quarterly review 3:65-78Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Einar Jón Erlingsson
    • 1
  • Marco Raberto
    • 2
  • Hlynur Stefánsson
    • 1
  • Jón Thór Sturluson
    • 1
  1. 1.Reykjavik UniversityReykjavikIceland
  2. 2.DOGE.I, Universitádi GenovaGenovaItaly

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