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House Price Forecasting from Investment Perspectives

Author

Listed:
  • Song Shi

    (School of the Built Environment, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Vince Mangioni

    (School of the Built Environment, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Xin Janet Ge

    (School of the Built Environment, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Shanaka Herath

    (School of the Built Environment, University of Technology Sydney, Sydney, NSW 2007, Australia)

  • Fethi Rabhi

    (School of Computer Science and Engineering, University of New South Wales, Sydney, NSW 2052, Australia)

  • Rachida Ouysse

    (School of Economics, University of New South Wales, Sydney, NSW 2052, Australia)

Abstract

Housing market dynamics have primarily shifted from consumption- to investment-driven in many countries, including Australia. Building on investment theory, we investigated market dynamics by placing investment demand at the center using the error correction model (ECM). We found that house prices, rents, and interest rates are cointegrated in the long run under the present value investment framework. Other economic factors such as population growth, unemployment, migration, construction activities, and bank lending were also important determinants of the housing market dynamics. Our forecasting results show that the Sydney housing market will continue to grow with no significant price decline in the foreseeable future.

Suggested Citation

  • Song Shi & Vince Mangioni & Xin Janet Ge & Shanaka Herath & Fethi Rabhi & Rachida Ouysse, 2021. "House Price Forecasting from Investment Perspectives," Land, MDPI, vol. 10(10), pages 1-17, September.
  • Handle: RePEc:gam:jlands:v:10:y:2021:i:10:p:1009-:d:643593
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    References listed on IDEAS

    as
    1. Steven C. Bourassa & Martin Hoesli & Elias Oikarinen, 2019. "Measuring House Price Bubbles," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(2), pages 534-563, June.
    2. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
    3. Renigier-Biłozor, Małgorzata & Walacik, Marek & Źróbek, Sabina & d’Amato, Maurizio, 2018. "Forced sale discount on property market – How to assess it?," Land Use Policy, Elsevier, vol. 78(C), pages 104-115.
    4. repec:bla:jfinan:v:43:y:1988:i:3:p:661-76 is not listed on IDEAS
    5. Mankiw, N. Gregory & Weil, David N., 1989. "The baby boom, the baby bust, and the housing market," Regional Science and Urban Economics, Elsevier, vol. 19(2), pages 235-258, May.
    6. Campbell, John & Shiller, Robert, 1988. "Stock Prices, Earnings, and Expected Dividends," Scholarly Articles 3224293, Harvard University Department of Economics.
    7. Tom Engsted & Bent Nielsen, 2012. "Testing for rational bubbles in a coexplosive vector autoregression," Econometrics Journal, Royal Economic Society, vol. 15(2), pages 226-254, June.
    8. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-1088, October.
    9. Elliott, Graham & Muller, Ulrich K., 2007. "Confidence sets for the date of a single break in linear time series regressions," Journal of Econometrics, Elsevier, vol. 141(2), pages 1196-1218, December.
    10. Meese Richard & Wallace Nancy, 1994. "Testing the Present Value Relation for Housing Prices: Should I Leave My House in San Francisco?," Journal of Urban Economics, Elsevier, vol. 35(3), pages 245-266, May.
    11. repec:arz:wpaper:eres2009-375 is not listed on IDEAS
    12. Malpezzi, Stephen, 1999. "A Simple Error Correction Model of House Prices," Journal of Housing Economics, Elsevier, vol. 8(1), pages 27-62, March.
    13. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    14. Song Shi & M. Humayun Kabir, 2018. "Catch Animal Spirits in Auction: Evidence from New Zealand Property Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 46(1), pages 59-84, March.
    15. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
    16. Stock, James H & Watson, Mark W, 1996. "Evidence on Structural Instability in Macroeconomic Time Series Relations," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 11-30, January.
    17. Joseph Gyourko & Todd Sinai, 2003. "The Spatial Distribution of Housing‐Related Ordinary Income Tax Benefits," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(4), pages 527-575, December.
    18. Joshua Gallin, 2008. "The Long‐Run Relationship Between House Prices and Rents," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 36(4), pages 635-658, December.
    19. 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.
    20. Engsted, Tom & Hviid, Simon J. & Pedersen, Thomas Q., 2016. "Explosive bubbles in house prices? Evidence from the OECD countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 14-25.
    21. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    22. Elliott, Graham & Müller, Ulrich K., 2014. "Pre and post break parameter inference," Journal of Econometrics, Elsevier, vol. 180(2), pages 141-157.
    23. Luca GATTINI & Paul HIEBERT, 2010. "Forecasting and Assessing Euro Area House Prices Through the Lens of Key Fundamentals," EcoMod2010 259600061, EcoMod.
    24. Marc Francke & Suncica Vujic & Gerjan Vos, 2009. "Evaluation of the House Price Models Using an ECM Approach: The Case of the Netherlands," ERES eres2009_375, European Real Estate Society (ERES).
    25. Shuping Shi & Abbas Valadkhani & Russell Smyth & Farshid Vahid, 2016. "Dating the Timeline of House Price Bubbles in Australian Capital Cities," The Economic Record, The Economic Society of Australia, vol. 92(299), pages 590-605, December.
    26. Pesaran, M. Hashem & Pick, Andreas & Timmermann, Allan, 2011. "Variable selection, estimation and inference for multi-period forecasting problems," Journal of Econometrics, Elsevier, vol. 164(1), pages 173-187, September.
    27. Shi, Song & Jou, Jyh-Bang & Tripe, David, 2014. "Can interest rates really control house prices? Effectiveness and implications for macroprudential policy," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 15-28.
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    2. Nuri Hacıevliyagil & Krzysztof Drachal & Ibrahim Halil Eksi, 2022. "Predicting House Prices Using DMA Method: Evidence from Turkey," Economies, MDPI, vol. 10(3), pages 1-27, March.

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