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Housing and Stock Market Nexus in the US

Author

Listed:
  • Feng-Li Lin
  • Mei-Chih Wang
  • Hsien-Hung Kung

Abstract

Purpose: The research aims to study the causality between the US stock and housing markets in the period from 1890 to 2014. Design/Methodology/Approach: The Granger-Causality bootstrap rolling-window test is used for studying the causality between the stock as well as real estate markets in the US. Findings: The results provide robust evidence that the causality running from the housing in the stock markets has positive effects between 1918 and 1922, 1926 and 1931, 1953 and 1955 but negative effects between 1932 and 1934 and from 1971 to 1972, displaying the occurrence of a credit-price effect. In contrast, the S&P 500 stomped the housing market between 1965 and 1970, when the wealth effect dominated in the US economy. Specifically, when the negative causality of both markets happens, investors gain by allocating housing and stocks assets as various portfolios. Practical Implications: This finding specifies that housing markets may be employed to predict stock markets and vice versa in the US. Studying both markets’ causality offers policymakers and practitioners more situation on where the market may be going and how it works over time. Originality/Value: Original research.

Suggested Citation

  • Feng-Li Lin & Mei-Chih Wang & Hsien-Hung Kung, 2020. "Housing and Stock Market Nexus in the US," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 114-130.
  • Handle: RePEc:ers:journl:v:xxiii:y:2020:i:3:p:114-130
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    1. Toda, Hiro Y & Phillips, Peter C B, 1993. "Vector Autoregressions and Causality," Econometrica, Econometric Society, vol. 61(6), pages 1367-1393, November.
    2. Mantalos Panagiotis, 2000. "A Graphical Investigation of the Size and Power of the Granger-Causality Tests in Integrated-Cointegrated VAR Systems," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 4(1), pages 1-18, April.
    3. Ashley, Richard & Li, Guo, 2014. "Re-examining the impact of housing wealth and stock wealth on retail sales: Does persistence in wealth changes matter?," Journal of Housing Economics, Elsevier, vol. 26(C), pages 109-118.
    4. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    5. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    6. Tsai, Ming-Shann & Chiang, Shu-Ling, 2013. "The asymmetric price adjustment between REIT and stock markets in Asia-Pacific markets," Economic Modelling, Elsevier, vol. 32(C), pages 91-99.
    7. Peltonen, Tuomas A. & Sousa, Ricardo M. & Vansteenkiste, Isabel S., 2012. "Wealth effects in emerging market economies," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 155-166.
    8. Hui, Eddie Chi-man & Chan, Ka Kwan Kevin, 2014. "The global financial crisis: Is there any contagion between real estate and equity markets?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 405(C), pages 216-225.
    9. Pesaran, M. Hashem & Timmermann, Allan, 2005. "Small sample properties of forecasts from autoregressive models under structural breaks," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 183-217.
    10. Chen, Nan-Kuang, 2001. "Asset price fluctuations in Taiwan: evidence from stock and real estate prices 1973 to 1992," Journal of Asian Economics, Elsevier, vol. 12(2), pages 215-232.
    11. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    12. Ahec Šonje, Amina & Čeh Časni, Anita & Vizek, Maruška, 2014. "The effect of housing and stock market wealth on consumption in emerging and developed countries," Economic Systems, Elsevier, vol. 38(3), pages 433-450.
    13. Lin, Tsoyu Calvin & Lin, Zong-Han, 2011. "Are stock and real estate markets integrated? An empirical study of six Asian economies," Pacific-Basin Finance Journal, Elsevier, vol. 19(5), pages 571-585, November.
    14. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    15. Smith, Kenneth L., 2001. "Pre- and post-1987 crash frequency domain analysis among Pacific Rim equity markets," Journal of Multinational Financial Management, Elsevier, vol. 11(1), pages 69-87, February.
    16. Panagiotis Mantalos & Ghazi Shukur, 1998. "Size and Power of the Error Correction Model Cointegration Test. A Bootstrap Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(2), pages 249-255, May.
    17. Caporale, Guglielmo Maria & Sousa, Ricardo M., 2016. "Consumption, wealth, stock and housing returns: Evidence from emerging markets," Research in International Business and Finance, Elsevier, vol. 36(C), pages 562-578.
    18. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    19. Heaney, Richard & Sriananthakumar, Sivagowry, 2012. "Time-varying correlation between stock market returns and real estate returns," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 583-594.
    20. Hatemi-J, Abdulnasser & Roca, Eduardo & Al-Shayeb, Abdulrahman, 2014. "How integrated are real estate markets with the world market? Evidence from case-wise bootstrap analysis," Economic Modelling, Elsevier, vol. 37(C), pages 137-142.
    21. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    22. John D. Benjamin & Peter Chinloy & G. Donald Jud, 2004. "Why do Households Concentrate Their Wealth in Housing?," Journal of Real Estate Research, American Real Estate Society, vol. 26(4), pages 329-344.
    23. Lee, Chien-Chiang & Chien, Mei-Se & Lin, Tsoyu Calvin, 2012. "Dynamic modelling of real estate investment trusts and stock markets," Economic Modelling, Elsevier, vol. 29(2), pages 395-407.
    24. Cho, Sungwon, 2006. "Evidence of a stock market wealth effect using household level data," Economics Letters, Elsevier, vol. 90(3), pages 402-406, March.
    25. Hansen, Bruce E, 2002. "Tests for Parameter Instability in Regressions with I(1) Processes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 45-59, January.
    26. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    27. Ding, Haoyuan & Chong, Terence Tai-leung & Park, Sung Y., 2014. "Nonlinear dependence between stock and real estate markets in China," Economics Letters, Elsevier, vol. 124(3), pages 526-529.
    28. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    29. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    30. Balcilar, Mehmet & Ozdemir, Zeynel Abidin & Arslanturk, Yalcin, 2010. "Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window," Energy Economics, Elsevier, vol. 32(6), pages 1398-1410, November.
    31. R. Scott Hacker & Abdulnasser Hatemi-J, 2006. "Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1489-1500.
    32. Ghazi Shukur & Panagiotis Mantalos, 2000. "A simple investigation of the Granger-causality test in integrated-cointegrated VAR systems," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(8), pages 1021-1031.
    33. Su, Chi-Wei, 2011. "Non-linear causality between the stock and real estate markets of Western European countries: Evidence from rank tests," Economic Modelling, Elsevier, vol. 28(3), pages 845-851, May.
    34. Achim Zeileis & Friedrich Leisch & Christian Kleiber & Kurt Hornik, 2005. "Monitoring structural change in dynamic econometric models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 99-121, January.
    35. Eleftherios Thalassinos & Pantelis E. Thalassinos, 2006. "Stock Markets' Integration Analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(3-4), pages 3-14.
    36. Mehmet Balcilar & Zeynel Ozdemir, 2013. "The export-output growth nexus in Japan: a bootstrap rolling window approach," Empirical Economics, Springer, vol. 44(2), pages 639-660, April.
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    More about this item

    Keywords

    Stock Market; housing market; bootstrap; Granger causality; rolling-window test.;
    All these keywords.

    JEL classification:

    • C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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