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Exploring determinants of housing prices: A case study of Chinese experience in 1999–2010

Listed author(s):
  • Zhang, Yanbing
  • Hua, Xiuping
  • Zhao, Liang
Registered author(s):

    How do macroeconomic variables affect housing prices? In this paper we apply a non-linear modeling approach, the Nonlinear Auto Regressive Moving Average with eXogenous inputs (NARMAX), to investigate determinants of housing prices in China over the period 1999:01 to 2010:06. The NARMAX approach, combined with the famous Vector Error Correction Model (VECM), has an advantage over prevailing methods in that it automatically selects linear and non-linear forms of variables and the numbers of corresponding lags according to statistical properties. Estimation results mainly identify some key monetary and price variables in interpreting housing price dynamics, including most notably mortgage rate, producer price, broad money supply and real effective exchange rate. Meanwhile, real economic variables such as income are not independently significant.

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    File URL: http://www.sciencedirect.com/science/article/pii/S0264999312001988
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    Article provided by Elsevier in its journal Economic Modelling.

    Volume (Year): 29 (2012)
    Issue (Month): 6 ()
    Pages: 2349-2361

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    Handle: RePEc:eee:ecmode:v:29:y:2012:i:6:p:2349-2361
    DOI: 10.1016/j.econmod.2012.06.025
    Contact details of provider: Web page: http://www.elsevier.com/locate/inca/30411

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    1. Ashvin Ahuja & Lillian Cheung & Gaofeng Han & Nathan Porter & Wenlang Zhang, 2010. "Are House Prices Rising Too Fast in China?," IMF Working Papers 10/274, International Monetary Fund.
    2. Yiping Huang & Xun Wang, 2011. "Does Financial Repression Inhibit or Facilitate Economic Growth? A Case Study of Chinese Reform Experience," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73, pages 833-855, December.
    3. Bjørnland, Hilde C. & Leitemo, Kai, 2005. "Identifying the interdependence between US monetary policy and the stock market," Research Discussion Papers 17/2005, Bank of Finland.
    4. Ricardo J. Caballero & Arvind Krishnamurthy, 2005. "Bubbles and Capital Flow Volatility: Causes and Risk Management," NBER Working Papers 11618, National Bureau of Economic Research, Inc.
    5. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    6. Du, Hongyan & Ma, Yongkai & An, Yunbi, 2011. "The impact of land policy on the relation between housing and land prices: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 19-27, February.
    7. Carlos Vargas-Silva, 2007. "Monetary policy and the U.S. housing market: A VAR analysis imposing sign restrictions," Working Papers 0705, Sam Houston State University, Department of Economics and International Business.
    8. Kostas Tsatsaronis & Haibin Zhu, 2004. "What drives housing price dynamics: cross-country evidence," BIS Quarterly Review, Bank for International Settlements, March.
    9. DiPasquale Denise & Wheaton William C., 1994. "Housing Market Dynamics and the Future of Housing Prices," Journal of Urban Economics, Elsevier, vol. 35(1), pages 1-27, January.
    10. Vyacheslav Mikhed & Petr Zemcik, 2007. "Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence," CERGE-EI Working Papers wp337, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    11. Bernanke, Ben & Gertler, Mark, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Working Papers 95-15, C.V. Starr Center for Applied Economics, New York University.
    12. Wang, Songtao & Yang, Zan & Liu, Hongyu, 2011. "Impact of urban economic openness on real estate prices: Evidence from thirty-five cities in China," China Economic Review, Elsevier, vol. 22(1), pages 42-54, March.
    13. SATO, Hiroshi, 2006. "Housing inequality and housing poverty in urban China in the late 1990s," China Economic Review, Elsevier, vol. 17(1), pages 37-50.
    14. Jing Wu & Joseph Gyourko & Yongheng Deng, 2010. "Evaluating Conditions in Major Chinese Housing Markets," NBER Working Papers 16189, National Bureau of Economic Research, Inc.
    15. Fratantoni, Michael & Schuh, Scott, 2003. " Monetary Policy, Housing, and Heterogeneous Regional Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(4), pages 557-589, August.
    16. Roberto Rigobon & Brian P. Sack, 2002. "The impact of monetary policy on asset prices," Finance and Economics Discussion Series 2002-4, Board of Governors of the Federal Reserve System (U.S.).
    17. Anna Pavlova & Roberto Rigobon, 2007. "Asset Prices and Exchange Rates," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1139-1180.
    18. repec:arz:wpaper:eres2009-275 is not listed on IDEAS
    19. Frankel, Jeffrey, 2004. "On the Renminbi: The Choice between Adjustment under a Fixed Exchange Rate and Adustment under a Flexible Rate," Working Paper Series rwp04-037, Harvard University, John F. Kennedy School of Government.
    20. Nada Mora, 2008. "The Effect of Bank Credit on Asset Prices: Evidence from the Japanese Real Estate Boom during the 1980s," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 57-87, 02.
    21. Abdelhak S Senhadji & Charles Collyns, 2002. "Lending Booms, Real Estate Bubbles and the Asian Crisis," IMF Working Papers 02/20, International Monetary Fund.
    22. William C. Wheaton & Gleb Nechayev, 2008. "The 1998 ?2005 Housing "Bubble" and the Current "Correction": What’s Different This Time?," Journal of Real Estate Research, American Real Estate Society, vol. 30(1), pages 1-26.
    23. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
    24. Olivier Blanchard & Giovanni Dell'Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, 09.
    25. Rapach, David E. & Strauss, Jack K., 2009. "Differences in housing price forecastability across US states," International Journal of Forecasting, Elsevier, vol. 25(2), pages 351-372.
    26. Ashvin Ahuja & Lillian Cheung & Gaofeng Han & Nathan Porter & Wenlang Zhang, 2010. "Are House Prices Rising Too Fast in China?," Working Papers 1008, Hong Kong Monetary Authority.
    27. Petr Zemcik & Vyacheslav Mikhed, 2009. "Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence," ERES eres2009_275, European Real Estate Society (ERES).
    28. Liang, Qi & Cao, Hua, 2007. "Property prices and bank lending in China," Journal of Asian Economics, Elsevier, vol. 18(1), pages 63-75, February.
    29. S. Illeris & G. Akehurst, 2002. "Introduction," The Service Industries Journal, Taylor & Francis Journals, vol. 22(1), pages 1-3, January.
    30. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-255, January.
    31. Matteo Iacoviello & Raoul Minetti, 2003. "Financial Liberalization And The Sensitivity Of House Prices To Monetary Policy: Theory And Evidence," Manchester School, University of Manchester, vol. 71(1), pages 20-34, January.
    32. Del Negro, Marco & Otrok, Christopher, 2007. "99 Luftballons: Monetary policy and the house price boom across U.S. states," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1962-1985, October.
    33. Yang, Zan & Wang, Songtao & Campbell, Robert, 2010. "Monetary policy and regional price boom in Sweden," Journal of Policy Modeling, Elsevier, vol. 32(6), pages 865-879, November.
    34. Gimeno, Ricardo & Martí­nez-Carrascal, Carmen, 2010. "The relationship between house prices and house purchase loans: The Spanish case," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1849-1855, August.
    35. Gupta, Rangan & Jurgilas, Marius & Kabundi, Alain, 2010. "The effect of monetary policy on real house price growth in South Africa: A factor-augmented vector autoregression (FAVAR) approach," Economic Modelling, Elsevier, vol. 27(1), pages 315-323, January.
    36. Gaiyan Zhang & Hung-Gay Fung, 2006. "On the Imbalance Between the Real Estate Market and the Stock Markets in China," Chinese Economy, M.E. Sharpe, Inc., vol. 39(2), pages 26-39, April.
    37. Guo, Feng & Huang, Ying Sophie, 2010. "Does "hot money" drive China's real estate and stock markets?," International Review of Economics & Finance, Elsevier, vol. 19(3), pages 452-466, June.
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