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A New Measure of Real Estate Uncertainty Shocks

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  • Binh Nguyen Thanh
  • Johannes Strobel
  • Gabriel Lee

Abstract

The objective of this article is twofold: first, we construct a new uncertainty measure that is specific to the real estate sector; second, we compare our uncertainty measure to other well‐established measures in the literature, such as the Macro Uncertainty (MU) by Jurado, Ludvigson and Ng. We show that our Real Estate Uncertainty (REU) measure accounts for twice as much of variation in housing prices—and starts compared to the MU. Furthermore, vector autoregressions and Granger‐causality analysis show that our uncertainty measure affects housing starts—and prices—in contrast to the other uncertainty measures that affect only housing starts.

Suggested Citation

  • Binh Nguyen Thanh & Johannes Strobel & Gabriel Lee, 2020. "A New Measure of Real Estate Uncertainty Shocks," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(3), pages 744-771, September.
  • Handle: RePEc:bla:reesec:v:48:y:2020:i:3:p:744-771
    DOI: 10.1111/1540-6229.12270
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    References listed on IDEAS

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    2. Oğuzhan Çepni & Rangan Gupta & Mark E. Wohar, 2020. "The role of real estate uncertainty in predicting US home sales growth: evidence from a quantiles-based Bayesian model averaging approach," Applied Economics, Taylor & Francis Journals, vol. 52(5), pages 528-536, January.
    3. Marton Lotz & Daniel Ruf & Johannes Strobel, 2023. "Uncertainty premia in REIT returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(2), pages 372-407, March.
    4. Jose E. Gomez-Gonzalez & Jorge Hirs-Garzón & Sebastián Sanin-Restrepo & Jorge M. Uribe, 2024. "Financial and Macroeconomic Uncertainties and Real Estate Markets," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 50(1), pages 29-53, January.
    5. Oguzhan Cepni & Hardik A. Marfatia & Rangan Gupta, 2021. "The Time-Varying Impact of Uncertainty Shocks on the Comovement of Regional Housing Prices of the United Kingdom," Working Papers 202168, University of Pretoria, Department of Economics.
    6. Gupta, Rangan & Ma, Jun & Theodoridis, Konstantinos & Wohar, Mark E., 2023. "Is there a national housing market bubble brewing in the United States?," Macroeconomic Dynamics, Cambridge University Press, vol. 27(8), pages 2191-2228, December.
    7. Rangan Gupta & Hardik A. Marfatia & Christian Pierdzioch & Afees A. Salisu, 2022. "Machine Learning Predictions of Housing Market Synchronization across US States: The Role of Uncertainty," The Journal of Real Estate Finance and Economics, Springer, vol. 64(4), pages 523-545, May.
    8. Gabauer, David & Gupta, Rangan & Marfatia, Hardik A. & Miller, Stephen M., 2024. "Estimating U.S. housing price network connectedness: Evidence from dynamic Elastic Net, Lasso, and ridge vector autoregressive models," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 349-362.
    9. Afees A. Salisu & Rangan Gupta & Ahamuefula E. Ogbonna & Mark E. Wohar, 2022. "Uncertainty and predictability of real housing returns in the United Kingdom: A regional analysis," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(7), pages 1525-1556, November.
    10. Gabauer, David & Gupta, Rangan, 2020. "Spillovers across macroeconomic, financial and real estate uncertainties: A time-varying approach," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 167-173.
    11. Bouri, Elie & Gupta, Rangan & Kyei, Clement Kweku & Shivambu, Rinsuna, 2021. "Uncertainty and daily predictability of housing returns and volatility of the United States: Evidence from a higher-order nonparametric causality-in-quantiles test," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 200-206.
    12. Mujtaba Kayani, Ghulam & Saeed, Abubakr & Riaz, Hammad & Ali, Ashiq, 2023. "Political power shift in host markets and firm asset retrenchment: Evidence from Chinese MNCs," Journal of Business Research, Elsevier, vol. 161(C).
    13. Nazlioglu, Saban & Gupta, Rangan & Gormus, Alper & Soytas, Ugur, 2020. "Price and volatility linkages between international REITs and oil markets," Energy Economics, Elsevier, vol. 88(C).
    14. Reneé van Eyden & Rangan Gupta & Christophe André & Xin Sheng, 2022. "The effect of macroeconomic uncertainty on housing returns and volatility: evidence from US state-level data," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 8, pages 206-238, Edward Elgar Publishing.
    15. Baek, Ingul & Liu, Jia & Noh, Sanha, 2024. "Real estate uncertainty and financial conditions over the business cycle," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 656-675.
    16. Yang, Chih-Yuan & Chang, Chia-Chien, 2024. "Do economic uncertainty and persistence in housing prices matter on mortgage insurance?," The Quarterly Review of Economics and Finance, Elsevier, vol. 95(C), pages 33-44.
    17. Hardik A. Marfatia & Christophe André & Rangan Gupta, 2022. "Predicting Housing Market Sentiment: The Role of Financial, Macroeconomic and Real Estate Uncertainties," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 23(2), pages 189-209, May.
    18. Geoffrey M. Ngene & Rangan Gupta, 2021. "Impact of Housing Policy Uncertainty on Herding Behavior: Evidence from UK's Regional Housing Markets," Working Papers 202115, University of Pretoria, Department of Economics.
    19. Elie Bouri & Rangan Gupta & Hardik A. Marfatia & Jacobus Nel, 2022. "Do Climate Risks Predict US Housing Returns and Volatility? Evidence from a Quantiles-Based Approach," Working Papers 202240, University of Pretoria, Department of Economics.

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