Interactions Between Housing Market and Stock Market in the United States: A Markov Switching Approach

References

• Adams, Z., Fuss, R., & Schindler, F. (2015). The sources of risk spillovers among US REITS: financial characteristics and regional proximity. Real Estate Economics, 43(1), 67–100.
   Web of Science ®Google Scholar
• Alcock, J., & Steiner, C. (2018). Fundamental drivers of dependence in REIT returns. The Journal of Real Estate Finance and Economics, 57, 4–42.
   Web of Science ®Google Scholar
• Ang, A., & Bekaert, G. (2002). International asset allocation with regime shifts. Review of Financial Studies, 15, 1137–1187.
   Web of Science ®Google Scholar
• Audretsch, D. B., & Elston, J. A. (2002). Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany. International Journal of Industrial Organization, 20, 1–17.
   Web of Science ®Google Scholar
• Bouchouicha, R. (2013). Dynamics of real estate markets and stock markets in the US and the UK (University of Reading working paper series).
   Google Scholar
• Bouchouicha, R., & Ftiti, Z. (2012). Real estate markets and the macroeconomy: A dynamic coherence framework. Economic Modelling, 29, 1820–1829.
   Web of Science ®Google Scholar
• Breunig, R., Najarian, S., & Pagan, A. (2003). Specification testing of Markov switching models. Oxford Bulletin of Economics and Statistics, 65(1), 703–725.
   Google Scholar
• Brunnermeier, M. K., & Julliard, C. (2008). Money illusion and housing frenzies. Review of Financial Studies, 21, 135–180.
   Web of Science ®Google Scholar
• Caporale, G. M., & Sousa, R. M. (2016). Consumption, wealth, stock and housing returns: Evidence from emerging markets. Research in International Business and Finance, 36, 562–578.
   Web of Science ®Google Scholar
• Case, K. E., & Shiller, R. J. (1988). The efficiency of the market for single-family homes. National Bureau of Economic Research, Cambridge.
   Google Scholar
• Case, K. E., & Shiller, R. J. (2003). Is there a bubble in the housing market? Brookings Papers on Economic Activity, 2003(2), 299–362.
   Web of Science ®Google Scholar
• Chan, K., & Chan, Y. C. (2014). Price informativeness and stock return synchronicity: evidence from the pricing of seasoned equity offerings. Journal of Financial Economics, 114(1), 36–53.
   Web of Science ®Google Scholar
• Chang, K. L., Chen, N. K., & Leung, C. K. Y. (2011). Monetary policy, term structure and asset return: Comparing REIT, housing and stock. Journal of Real Estate Finance and Economics, 43(1), 221–257.
   Web of Science ®Google Scholar
• Chang, K. L., Chen, N. K., & Leung, C. K. Y. (2012). The dynamics of housing returns in Singapore: How important are the international transmission mechanisms? Regional Science and Urban Economics, 42(3), 516–530.
   Web of Science ®Google Scholar
• Chang, K. L., Chen, N. K., & Leung, C. K. Y. (2013). In the shadow of the United States: The international transmission effect of asset returns. Pacific Economic Review, 18(1), 1–40.
   Web of Science ®Google Scholar
• Chang, K. L., Chen, N. K., & Leung, C. K. Y. (2016). Losing track of the asset markets: The case of housing and stock. International Real Estate Review, 19(4), 435–492.
   Web of Science ®Google Scholar
• Chen, N. K. (2001). Asset price fluctuations in Taiwan: Evidence from stock and real estate prices 1973 To 1992. Journal of Asian Economics, 12, 215–232.
   Google Scholar
• Chen, N. K., Cheng, H. L., & Chu, H. L. (2015). Asset price and monetary policy: The effect of expectations formation. Oxford Economic Papers, 67(2), 380–405.
   Web of Science ®Google Scholar
• Chen, N. K., Cheng, H. L., & Mao, C. S. (2014). Identifying and forecasting house prices: A macroeconomic perspective. Quantitative Finance, 14(12), 2105–2120.
   Web of Science ®Google Scholar
• Chen, N. K., & Leung, C. K. Y. (2008). Asset price spillover, collateral and crises: With an application to property market policy. Journal of Real Estate Finance and Economics, 37(4), 351–385.
   Web of Science ®Google Scholar
• Clayton, J., & MacKinnon, G. (2001). The time-varying nature of the link between REIT, real estate and financial asset Returns. Journal of Real Estate Portfolio Management, 7, 43–54.
   Google Scholar
• Cocco, J. F. (2004). Portfolio choice in the presence of housing. Review of Financial Studies, 18, 535–567.
   Web of Science ®Google Scholar
• Cutler, D. M., Poterba, J. M., & Summers, L. H. (1991). Speculative dynamics. Review of Economic Studies, 58, 529–546.
   Web of Science ®Google Scholar
• Dieci, R., Schmitt, N., & Weterhoff, F. (2018). Interactions between stock, bond and housing markets. Journal of Economic Dynamics and Control, 91, 43–70.
   Web of Science ®Google Scholar
• Forbes, K. J., & Rigobon, R. (2002). No contagion, only interdependence: Measuring stock market comovements. Journal of Finance, 57, 2223–2261.
   Web of Science ®Google Scholar
• Friedman, H. C. (1971). Real estate investment and portfolio theory. Journal of Financial and Quantitative Analysis, 6, 861–874.
   Web of Science ®Google Scholar
• Gao, A., Lin, Z., & Na, C. F. (2009). Housing market dynamics: Evidence of mean reversion and downward rigidity. Journal of Housing Economics, 18(3), 256–266.
   Web of Science ®Google Scholar
• Giacomini, E., Ling, D. C., & Naranjo, A. (2017). REIT leverage and return performance: Keep your eye on the target. Real Estate Economics, 45(4), 930–978.
   Web of Science ®Google Scholar
• Giusto, A., & Piger, J. (2017). Identifying business cycle turning points in real time with vector quantization. International Journal of Forecasting, 33, 174–184.
   Web of Science ®Google Scholar
• Glascock, J. L. (1991). Market Conditions, risk, and real estate portfolio returns: Some Empirical evidence. Journal of Real Estate Finance and Economics, 4, 367–373.
   Web of Science ®Google Scholar
• Green, R. K. (2002). Stock prices and house prices in California: New evidence of a wealth effect? Regional Science and Urban Economics, 32, 775–783.
   Web of Science ®Google Scholar
• Guidolin, M. (2011). Markov Switching Models in Empirical Finance. In Drukker, D.M. (Ed.), Missing Data Methods: Time-Series Methods and Applications (Advances in Econometrics, Vol. 27, Part 2, pp. 1–8). Emerald Group Publishing Limited.
   Google Scholar
• Hamilton, J. D. (1989). A New approach to the economic analysis of nonstationary time series and the business cycle. Econometrica, 57(2), 357–384.
   Web of Science ®Google Scholar
• Hamilton, J. D., & Lin, G. (1996). Stock market volatility and the business cycle. Journal of Applied Econometrics, 11(5), 573–593.
   Web of Science ®Google Scholar
• Hui, E. C. M., & Chan, K. K. K. (2014). The global financial crisis: Is there any contagion between real estate and equity markets? Physica A: Statistical Mechanics and Its Applications, 405, 216–225.
   Web of Science ®Google Scholar
• Ibbotson, R. G., & Siegel, L. B. (1984). Real estate returns: A comparison with other investments. Real Estate Economics, 12, 219–242.
   Web of Science ®Google Scholar
• Kakes, J., & van den End, J. W. (2004). Do stock prices affect house prices? Evidence for the Netherlands. Applied Economics Letters, 11(12), 741–744.
   Web of Science ®Google Scholar
• Kaminsky, G. L., & Reinhart, C. M. (2002). Financial markets in times of stress. Journal of Development Economics, 69, 451–470.
   Web of Science ®Google Scholar
• Kim, C. J. (2004). Markov-switching models with endogenous explanatory variables. Journal of Econometrics, 122(1), 127–136.
   Web of Science ®Google Scholar
• Kim, C. J., J., P., & Startz, R. (2008). Estimation of Markov regime switching regression models with endogenous switching. Journal of Econometrics, 143(2), 263–273.
   Web of Science ®Google Scholar
• Kim, C. J., Morley, J. C., & Nelson, C. R. (2005). The structural break in the equity premium. Journal of Business & Economic Statistics, 23, 181–191.
   Web of Science ®Google Scholar
• Kiyotaki, N., & Moore, J. (1997). Credit cycles. Journal of Political Economy, 105(2), 211–248.
   Web of Science ®Google Scholar
• Krolzig, H. M. (2013). Markov-switching vector autoregressions: Modelling, statistical inference, and application to business cycle analysis (Vol. 454). Springer Science & Business Media.
   Google Scholar
• Kwan, Y. K., Leung, C. K. Y., & Dong, J. (2015). Comparing consumption based asset pricing models: The case of an Asian city. Journal of Housing Economics, 28, 18–41.
   Web of Science ®Google Scholar
• Leung, C. K. Y. (2007). Equilibrium correlations of asset price and return. Journal of Real Estate Finance and Economics, 34(2), 233–256.
   Web of Science ®Google Scholar
• Leung, C. K. Y., & Tse, C. Y. (2017). Flipping in the housing market. Journal of Economic Dynamics and Control, 76, 232–263.
   Web of Science ®Google Scholar
• Ling, D. C., & Naranjo, A. (1999). The integration of commercial real estate markets and stock markets. Real Estate Economics, 27, 483–515.
   Web of Science ®Google Scholar
• Liow, K. H. (2006). Dynamic relationship between stock and property markets. Applied Financial Economics, 16, 371–376.
   Google Scholar
• Liow, K. H., & Ye, Q. (2017). Switching regime beta analysis of global financial crisis: Evidence from international public real estate markets. Journal of Real Estate Research, 39(1), 127–164.
   Web of Science ®Google Scholar
• Liow, K. H., & Ye, Q. (2018). Regime dependent volatilities and correlation in international securitized real estate markets. Empirica, 45, 457–487.
   Web of Science ®Google Scholar
• Liu, C. H., Hartzell, D. J., Greig, W., & Grissom, T. V. (1990). The integration of the real estate market and the stock market: Some preliminary evidence. Journal of Real Estate Finance and Economics, 3, 261–282.
   Google Scholar
• Lizieri, C., & Satchell, S. (1997). Interactions between property and equity markets: An investigation of linkages in the United Kingdom 1972–1992. Journal of Real Estate Finance and Economics, 15, 11–26.
   Web of Science ®Google Scholar
• Luchtenberg, K., & Seiler, M. (2014). Did the recent financial crisis impact integration between the real estate and stock markets? Journal of Real Estate Portfolio Management, 20, 1–20.
   Google Scholar
• Maheu, J., & McCurdy, T. (2000). Identifying bull and bear markets in stock returns. Journal of Business and Economic Statistics, 18, 100–112.
   Web of Science ®Google Scholar
• Okunev, J., & Wilson, P. J. (1997). Using nonlinear tests to examine integration between real estate and stock markets. Real Estate Economics, 25, 487–503.
   Web of Science ®Google Scholar
• Quan, D. C., & Titman, S. (n.d.). Commercial real estate prices and stock market returns: An international analysis. Financial Analysts Journal,1997, 53, 21–34.
   Google Scholar
• Quan, D. C., & Titman, S. (n.d.). Do real estate prices and stock prices move together? An International Analysis. Real Estate Economics,1999, 27, 183–207.
   Web of Science ®Google Scholar
• Rydén, T. T., T., & Åsbrink., S. (1998). Stylized facts of daily return series and the hidden Markov model. Journal of Applied Econometrics, 13(3), 217–244.
   Web of Science ®Google Scholar
• Schätz, A., & Sebastian, S. (2009). The links between property and the economy: Evidence from the British and German markets. Journal of Property Research, 26, 171–191.
   Google Scholar
• Subrahmanyam, A. L. (2007). Return and order‐flow linkages between REITS and the stock market. Real Estate Economics, 35, 383–408.
   Web of Science ®Google Scholar
• Sun, L., Titman, S. D., & Twite, G. J. (2015). REIT and commercial real estate returns: A postmortem of the financial crisis. Real Estate Economics, 43(1), 1–36.
   Web of Science ®Google Scholar
• Sutton, G. D. (2002). Explaining changes in house prices. BIS Quarterly Review, 32, 46–60.
   Google Scholar
• Tsai, I. C., Lee, C. F., & Chiang, M. C. (2012). The asymmetric wealth effect in the US housing and stock markets: Evidence from the threshold cointegration model. Journal of Real Estate Finance and Economics, 45, 1005–1020.
   Web of Science ®Google Scholar
• Wu, T., Cheng, M., & Wong, K. (2017). Bayesian analysis of Hong Kong’s housing price dynamics. Pacific Economic Review, 22, 312–331.
   Web of Science ®Google Scholar
• Zhang, G., & Fung, H. G. (2006). On the imbalance between the real estate market and the stock markets in China. Chinese Economy, 39, 26–39.
   Google Scholar