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Nonlinear Short-Run Adjustments between House and Stock Prices in Emerging Asian Regions

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  • Hao Fang
  • Yen-Hsien Lee
  • William S. Chang

Abstract

This study uses the powerful nonparametric cointegration test to examine whether nonlinear cointegration exists between prices of used houses and corresponding stock markets in China and the four Asian Tigers. Then, it uses the smooth transition vector error-correction model (STVECM) to explore the adjustment efficiencies of the short-run house and corresponding stock-return dynamics when there is disequilibrium between house and stock prices. The empirical results indicate that there is nonlinear cointegration between the house prices and corresponding stock prices in China, South Korea, Singapore, and Taiwan, and that the speed of price adjustment to equilibrium is always greater for houses than stocks when there are large positive and negative deviations. Moreover, the short-run speed of adjustment of the large negative and positive deviations is equal in China, South Korea, and Taiwan, but unequal in Singapore. With the exception of South Korea, the results of the Granger causality test indicate that stock prices clearly lead used house prices, which means a wealth effect exists in most Asian countries. Our study confirms that the STVECM can be used to analyze the short-run adjustment efficiency of house and stock return dynamics in China, South Korea, Singapore, and Taiwan; thus, supporting models of interaction between noise and arbitrage traders. Key words: China, Four asian tigers, Smooth transition Vector Error-Correction Model, Nonparametric co-integration, Price discovery.JEL: C32, C51, C52, D53, G11, R31. Ovo istraživanje koristi moćni neparametarski test kointegracije da bi se ispitalo da li postoji nelinearna kointegracija između cena korišćenih kuća i odgovarajućih berzi u Kini i četiri Azijska Tigra. Zatim, koristi se glatko prelazni modeli korekcije ravnotežne greške (STVECM) za ispitivanje efikasnosti prilagođavanja kratkoročne veze između kuća i odgovarajuće dinamike povraćaja akcija kada postoji neravnoteža između cene kuća i akcija. Empirijski rezultati ukazuju na to da postoji nelinearna kointegracija između cena kuća i odgovarajućih cena akcija u Kini, Južnoj Koreji, Singapuru i Tajvanu, kao i da je brzina prilagođavanja cena prema ravnoteži uvek veća za kuće nego za akcije kada postoje velika pozitivna i negativna odstupanja. Štaviše, kratkoročna brzina prilagođavanja velikih negativnih i pozitivnih odstupanja jednaka je u Kini, Južnoj Koreji i Tajvanu, ali nejednaka u Singapuru. Naša analiza potvrđuje da se STVECM može koristiti za analizu efikasnosti kratkoročnog prilagođavanja kuća i povratka akcija u Kini, Južnoj Koreji, Singapuru i Tajvanu; tako, podržava modele interakcije između šuma i arbitražnih trgovaca. Ključne reči: Kina, četiri Azijska Tigra, glatko prelazni modeli korekcije ravnotežne greške, neparametrijska kointegracija, otkrivanje cena.

Suggested Citation

  • Hao Fang & Yen-Hsien Lee & William S. Chang, 2018. "Nonlinear Short-Run Adjustments between House and Stock Prices in Emerging Asian Regions," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 65(1), pages 37-63.
  • Handle: RePEc:voj:journl:v:65:y:2018:i:1:p:37-63:id:424
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    1. Kapetanios, George & Shin, Yongcheol & Snell, Andy, 2003. "Testing for a unit root in the nonlinear STAR framework," Journal of Econometrics, Elsevier, vol. 112(2), pages 359-379, February.
    2. 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.
    3. Liu, Crocker H. & Hartzell, David J. & Greig, Wylie & Grissom, Terry V., 1990. "The Integration of the Real Estate Market and the Stock Market: Some Preliminary Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 3(3), pages 261-282, September.
    4. John Okunev & Patrick J. Wilson, 1997. "Using Nonlinear Tests to Examine Integration Between Real Estate and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(3), pages 487-503, September.
    5. Nikolaos Giannellis & Angelos Kanas & Athanasios P. Papadopoulos, 2010. "Asymmetric Volatility Spillovers between Stock Market and Real Activity: Evidence from the UK and the US," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 57(4), pages 429-445, December.
    6. Patrick Wilson & John Okunev, 1999. "Long-Term Dependencies and Long Run Non-Periodic Co-Cycles: Real Estate and Stock Markets," Journal of Real Estate Research, Taylor & Francis Journals, vol. 18(2), pages 257-278, January.
    7. Shleifer, Andrei, 2000. "Inefficient Markets: An Introduction to Behavioral Finance," OUP Catalogue, Oxford University Press, number 9780198292272.
    8. McMillan, David G., 2004. "Nonlinear predictability of short-run deviations in UK stock market returns," Economics Letters, Elsevier, vol. 84(2), pages 149-154, August.
    9. Kim Liow & Haishan Yang, 2005. "Long-Term Co-Memories and Short-Run Adjustment: Securitized Real Estate and Stock Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 31(3), pages 283-300, November.
    10. Panayotis Kapopoulos & Fotios Siokis, 2005. "Stock and real estate prices in Greece: wealth versus 'credit-price' effect," Applied Economics Letters, Taylor & Francis Journals, vol. 12(2), pages 125-128.
    11. Patrick J. Wilson & John Okunev, 1999. "Long-Term Dependencies and Long Run non-Periodic Co-Cycles: Real Estate and Stock Markets," Journal of Real Estate Research, American Real Estate Society, vol. 18(2), pages 257-278.
    12. Tuluca, Sorin A & Myer, F C Neil & Webb, James R, 2000. "Dynamics of Private and Public Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 21(3), pages 279-296, November.
    13. Chen, Pei-Fen & Chien, Mei-Se & Lee, Chien-Chiang, 2011. "Dynamic modeling of regional house price diffusion in Taiwan," Journal of Housing Economics, Elsevier, vol. 20(4), pages 315-332.
    14. Yu-Shao Liu & Chi-Wei Su, 2010. "The relationship between the real estate and stock markets of China: evidence from a nonlinear model," Applied Financial Economics, Taylor & Francis Journals, vol. 20(22), pages 1741-1749.
    15. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    16. Brent W. Ambrose & Esther Ancel & Mark D. Griffiths, 1992. "The Fractal Structure of Real Estate Investment Trust Returns: The Search for Evidence of Market Segmentation and Nonlinear Dependency," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(1), pages 25-54, March.
    17. Mike Miles & Rebel Cole & David Guilkey, 1990. "A Different Look at Commercial Real Estate Returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(4), pages 403-430, December.
    18. Hakkio, Craig S. & Rush, Mark, 1991. "Cointegration: how short is the long run?," Journal of International Money and Finance, Elsevier, vol. 10(4), pages 571-581, December.
    19. Su, Chi Wei & Chang, Hsu Ling & Zhu, Meng Nan, 2011. "A Non-Linear Model of Causality Between the Stock and Real Estate Markets of European Countries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 41-53, March.
    20. Nikolaos Giannellis & Angelos Kanas & Athanasios P. Papadopoulos, 2010. "Asymmetric Volatility Spillovers between Stock Market and Real Activity: Evidence from the UK and the US," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 57(4), pages 429-445.
    21. Cristiana Tudor, 2011. "Changes in Stock Markets Interdependencies as a Result of the Global Financial Crisis: Empirical Investigation on the CEE Region," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 58(4), pages 525-543.
    22. Cristiana Tudor, 2011. "Changes in Stock Markets Interdependencies as a Result of the Global Financial Crisis: Empirical Investigation on the CEE Region," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 58(4), pages 525-543, December.
    23. Joseph Gyourko & Donald B. Keim, 1992. "What Does the Stock Market Tell Us About Real Estate Returns?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(3), pages 457-485, September.
    24. Sun, Qian & Tong, Wilson H.S. & Yan, Yuxing, 2009. "Market liberalization within a country," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 18-41, January.
    25. Sarantis, Nicholas, 1999. "Modeling non-linearities in real effective exchange rates," Journal of International Money and Finance, Elsevier, vol. 18(1), pages 27-45, January.
    26. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    27. Okunev, John & Wilson, Patrick & Zurbruegg, Ralf, 2000. "The Causal Relationship between Real Estate and Stock Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 21(3), pages 251-261, November.
    28. Benjamas Jirasakuldech & Riza Emekter, 2012. "Nonlinear Dynamics and Chaos Behaviors in the REIT Industry: A Pre- and Post-1993 Comparison," Journal of Real Estate Portfolio Management, Taylor & Francis Journals, vol. 18(1), pages 57-77, January.
    29. Glascock, John L & Lu, Chiuling & So, Raymond W, 2000. "Further Evidence on the Integration of REIT, Bond, and Stock Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 20(2), pages 177-194, March.
    30. 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.
    31. David C. Ling & Andy Naranjo, 1999. "The Integration of Commercial Real Estate Markets and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(3), pages 483-515, September.
    32. Lucio Sarno, 2000. "Real exchange rate behaviour in high inflation countries: empirical evidence from Turkey, 1980-1997," Applied Economics Letters, Taylor & Francis Journals, vol. 7(5), pages 285-291.
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    More about this item

    Keywords

    China; four Asian tigers; smooth transition vector error-correction model; nonparametricco-integration; price discovery;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • D53 - Microeconomics - - General Equilibrium and Disequilibrium - - - Financial Markets
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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