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The style and innate structure of the stock markets in China

Author

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  • Long, Wen
  • Mok, Henry M.K.
  • Hu, Yan
  • Wang, Huiwen

Abstract

By applying symbolic principal component analysis (SPCA) to 10Â years (1996-2005) of interquartile data, we find that two factors--corporate style and corporate performance--parsimoniously characterize the innate structure of the Chinese stock markets. Further analysis shows that the seemingly peculiar negative beta/return relation is not truly anomalous but is associated to using a very high risk-free rate, pervasive negative returns, and stock styles. The negative returns in recent years coincided with the bearish stock market, which started in mid-2001. Time-indexed zoom-star plots also confirm a trend of high speculation on growth stocks in recent years.

Suggested Citation

  • Long, Wen & Mok, Henry M.K. & Hu, Yan & Wang, Huiwen, 2009. "The style and innate structure of the stock markets in China," Pacific-Basin Finance Journal, Elsevier, vol. 17(2), pages 224-242, April.
    • Handle: RePEc:eee:pacfin:v:17:y:2009:i:2:p:224-242
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    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. repec:bla:jfinan:v:53:y:1998:i:6:p:1975-1999 is not listed on IDEAS
    3. Loughran, Tim, 1997. "Book-to-Market across Firm Size, Exchange, and Seasonality: Is There an Effect?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(3), pages 249-268, September.
    4. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    5. Cai, Bill M. & Cai, Charlie X. & Keasey, Kevin, 2006. "Which trades move prices in emerging markets?: Evidence from China's stock market," Pacific-Basin Finance Journal, Elsevier, vol. 14(5), pages 453-466, November.
    6. Ng, Lilian & Wu, Fei, 2006. "Revealed stock preferences of individual investors: Evidence from Chinese equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 14(2), pages 175-192, April.
    7. repec:bla:jfinan:v:44:y:1989:i:5:p:1177-89 is not listed on IDEAS
    8. La Porta, Rafael, et al, 1997. "Good News for Value Stocks: Further Evidence on Market Efficiency," Journal of Finance, American Finance Association, vol. 52(2), pages 859-874, June.
    9. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    10. Chen, Nai-fu & Zhang, Feng, 1998. "Risk and Return of Value Stocks," The Journal of Business, University of Chicago Press, vol. 71(4), pages 501-535, October.
    11. Darrat, Ali F & Zhong, Maosen, 2000. "On Testing the Random-Walk Hypothesis: A Model-Comparison Approach," The Financial Review, Eastern Finance Association, vol. 35(3), pages 105-124, August.
    12. Dongweí Su, 2003. "Risk, Return and Regulation in Chinese Stock Markets," World Scientific Book Chapters, in: Chinese Stock Markets A Research Handbook, chapter 3, pages 75-122, World Scientific Publishing Co. Pte. Ltd..
    13. Henry M.K. Mok & Sandy S.M. Chau, 2003. "Corporate Performance of Mixed Enterprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 513-538.
    14. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    15. John Fernald & John H. Rogers, 2002. "Puzzles In The Chinese Stock Market," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 416-432, August.
    16. Ding, David K. & Chua, Jia Leng & Fetherston, Thomas A., 2005. "The performance of value and growth portfolios in East Asia before the Asian financial crisis," Pacific-Basin Finance Journal, Elsevier, vol. 13(2), pages 185-199, March.
    17. Henry M.K. Mok & Sandy S.M. Chau, 2003. "Corporate Performance of Mixed Enterprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 513-538, April.
    18. Demirer, RIza & Kutan, Ali M., 2006. "Does herding behavior exist in Chinese stock markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(2), pages 123-142, April.
    19. Mok, Henry M. K. & Hui, Y. V., 1998. "Underpricing and aftermarket performance of IPOs in Shanghai, China," Pacific-Basin Finance Journal, Elsevier, vol. 6(5), pages 453-474, November.
    20. repec:bla:jfinan:v:53:y:1998:i:2:p:701-716 is not listed on IDEAS
    21. H. R. Seddighi & W. Nian, 2004. "The Chinese stock exchange market: operations and efficiency," Applied Financial Economics, Taylor & Francis Journals, vol. 14(11), pages 785-797.
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    Cited by:

    1. Mishra, Anil V. & Ratti, Ronald A., 2011. "Governance, monitoring and foreign investment in Chinese companies," Emerging Markets Review, Elsevier, vol. 12(2), pages 171-188, June.

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