Is the Chinese stock market really inefficient?
Abstract
Groenewold et al. (2004) documented that the Chinese stock market is inefficient. In this paper, we revisit the efficiency problem of the Chinese stock market using time-series model based trading rules. Our paper distinguishes itself from previous studies in several aspects. First, while previous studies concentrate on the viability of linear forecasting techniques, we evaluate the profitability of the forecasts of the self-exciting threshold autoregressive model (SETAR), and compare it with the conventional linear AR and MA trading rules. Second, the findings of market inefficiency in earlier studies mainly rest on the statistical significance of the autocorrelation or regression coefficients. In contrast, this paper directly examines the profitability of various trading rules. Third, our sample covers an extensive period of 1991–2010. Sub-sample analysis shows that positive returns mainly concentrate in the pre-SOE reform period, suggesting that China's stock market has become more efficient after the reform.Download Info
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic Info
Article provided by Elsevier in its journal China Economic Review.
Volume (Year): 23 (2012)
Issue (Month): 1 ()
Pages: 122-137
Contact details of provider:
Web page: http://www.elsevier.com/locate/chieco
Related research
Keywords: Efficient market hypothesis; SETAR model; Bootstrapping; SOE reform;Other versions of this item:
- Yan, Isabel K. & Chong, Terence & Lam, Tau-Hing, 2011. "Is the Chinese Stock Market Really Efficient," MPRA Paper 35219, University Library of Munich, Germany.
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Fang Huang & Jun Su & Terence Tai-Leung Chong, 2008. "Testing for Structural Change in the Nontradable Share Reform of the Chinese Stock Market," Chinese Economy, M.E. Sharpe, Inc., vol. 41(2), pages 24-33, March.
- Julián Andrada-Félix & Fernando Fernadez-Rodriguez & Maria-Dolores Garcia-Artiles & Simon Sosvilla-Rivero, 2003.
"An Empirical Evaluation of Non-Linear Trading Rules,"
Studies in Nonlinear Dynamics & Econometrics,
De Gruyter, vol. 7(3), pages 4.
- Julián Andrada-Félix & Fernando Fernández-Rodríguez & María Dolores García-Artiles & Simón Sosvilla-Rivero, . "An Empirical Evaluation of Non-Linear Trading Rules," Working Papers 2001-16, FEDEA.
- Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
- Terence T. L. Chong & Qing He & Melvin J. Hinich, 2008. "The Nonlinear Dynamics of Foreign Reserves and Currency Crises," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 12(4), pages 2.
- Chow, Gregory C. & Fan, Zhao-zhi & Hu, Jin-yan, 1999. "Shanghai Stock Prices as Determined by the Present-Value Model," Journal of Comparative Economics, Elsevier, vol. 27(3), pages 553-561, September.
- Chong, Terence Tai-Leung, 2001.
"Structural Change In Ar(1) Models,"
Econometric Theory,
Cambridge University Press, vol. 17(01), pages 87-155, February.
- Terence Tai-Leung, Chong, 1997. "Structural Change in AR(1) Models," Departmental Working Papers _079, Chinese University of Hong Kong, Department of Economics.
- Hudson, Robert & Dempsey, Michael & Keasey, Kevin, 1996. "A note on the weak form efficiency of capital markets: The application of simple technical trading rules to UK stock prices - 1935 to 1994," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1121-1132, July.
- Robert Johnson & Luc Soenen, 2002. "Asian Economic Integration and Stock Market Comovement," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 25(1), pages 141-157.
- J. Andrew Coutts & Kwong-C. Cheung, 2000. "Trading rules and stock returns: some preliminary short run evidence from the Hang Seng 1985-1997," Applied Financial Economics, Taylor and Francis Journals, vol. 10(6), pages 579-586.
- Andrew W. Lo & A. Craig MacKinlay, 1989.
"Stock Market Prices Do Not Follow Random Walks: Evidence From a Simple Specification Test,"
NBER Working Papers
2168, National Bureau of Economic Research, Inc.
- Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
- Hu, John Wei-Shan & Chen, Mei-Yuan & Fok, Robert C. W. & Huang, Bwo-Nung, 1997. "Causality in volatility and volatility spillover effects between US, Japan and four equity markets in the South China Growth Triangular," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 7(4), pages 351-367, December.
- Chong, Terence Tai-Leung & Ip, Hugo Tak-Sang, 2009.
"Do momentum-based strategies work in emerging currency markets?,"
Pacific-Basin Finance Journal,
Elsevier, vol. 17(4), pages 479-493, September.
- Hugo Tak-Sang, IP & Terence Tai-Leung, Chong, 2006. "Do Momentum-based Strategies Work in Emerging Currency Markets?," Departmental Working Papers _181, Chinese University of Hong Kong, Department of Economics.
- Ratner, Mitchell & Leal, Ricardo P. C., 1999. "Tests of technical trading strategies in the emerging equity markets of Latin America and Asia," Journal of Banking & Finance, Elsevier, vol. 23(12), pages 1887-1905, December.
- Bill Cai & Charlie Cai & Kevin Keasey, 2005. "Market Efficiency and Returns to Simple Technical Trading Rules: Further Evidence from U.S., U.K., Asian and Chinese Stock Markets," Asia-Pacific Financial Markets, Springer, vol. 12(1), pages 45-60, March.
- Groenwold, Nicolaas & Tang, Sam Hak Kan & Wu, Yanrui, 2004.
"The dynamic interrelationships between the greater China share markets,"
China Economic Review,
Elsevier, vol. 15(1), pages 45-62, January.
- Nicolaas Groenewold & Sam Hak Kan Tang & Yanrui Wu, 2002. "The Dynamic Interrelationships Between the Greater China Share Markets," Economics Discussion / Working Papers 02-02, The University of Western Australia, Department of Economics.
- Granger, Clive & Timmermann, Allan G, 2002.
"Efficient Market Hypothesis and Forecasting,"
CEPR Discussion Papers
3593, C.E.P.R. Discussion Papers.
- Timmermann, Allan & Granger, Clive W. J., 2004. "Efficient market hypothesis and forecasting," International Journal of Forecasting, Elsevier, vol. 20(1), pages 15-27.
- Xiaming Liu & Haiyan Song & Peter Romilly, 1997. "Are Chinese stock markets efficient? A cointegration and causality analysis," Applied Economics Letters, Taylor and Francis Journals, vol. 4(8), pages 511-515.
- He, Qing & Tai-Leung Chong, Terence & Shi, Kang, 2009. "What accounts for Chinese Business Cycle?," China Economic Review, Elsevier, vol. 20(4), pages 650-661, December.
- Sami, Heibatollah & Zhou, Haiyan, 2004. "A comparison of value relevance of accounting information in different segments of the Chinese stock market," The International Journal of Accounting, Elsevier, vol. 39(4), pages 403-427.
- Eric Girardin & Zhenya Liu, 2007.
"The financial integration of China: New evidence on temporally aggregated data for the A-share market,"
Money Macro and Finance (MMF) Research Group Conference 2006
160, Money Macro and Finance Research Group.
- Girardin, Eric & Liu, Zhenya, 2007. "The financial integration of China: New evidence on temporally aggregated data for the A-share market," China Economic Review, Elsevier, vol. 18(3), pages 354-371.
- Xu, Cheng Kenneth, 2000. "The microstructure of the Chinese stock market," China Economic Review, Elsevier, vol. 11(1), pages 79-97.
- Wang, Yudong & Liu, Li & Gu, Rongbao, 2009. "Analysis of efficiency for Shenzhen stock market based on multifractal detrended fluctuation analysis," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 271-276, December.
- Jushan Bai & Pierre Perron, 2003.
"Computation and analysis of multiple structural change models,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
- Tom Doan, . "RATS programs to replicate examples of Bai-Perron procedure," Statistical Software Components RTZ00008, Boston College Department of Economics.
- Tom Doan, . "BAIPERRON: RATS procedure to perform Bai-Perron Test for Multiple Structural Changes," Statistical Software Components RTS00013, Boston College Department of Economics.
- Tom Doan, . "MULTIPLEBREAKS: RATS procedure to perform multiple structural change analysis," Statistical Software Components RTS00138, Boston College Department of Economics.
- BAI, Jushan & PERRON, Pierre, 1998. "Computation and Analysis of Multiple Structural-Change Models," Cahiers de recherche 9807, Universite de Montreal, Departement de sciences economiques.
- Daniel Cajueiro & Benjamin Tabak, 2006. "The long-range dependence phenomena in asset returns: the Chinese case," Applied Economics Letters, Taylor and Francis Journals, vol. 13(2), pages 131-133.
- Long, D Michael & Payne, Janet D & Feng, Chenyang, 1999. "Information Transmission in the Shanghai Equity Market," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 22(1), pages 29-45, Spring.
- Treynor, Jack L & Ferguson, Robert, 1985. " In Defense of Technical Analysis," Journal of Finance, American Finance Association, vol. 40(3), pages 757-73, July.
- Belton Fleisher & Dongwei Su, 1996.
"Risk, Return and Regulation in Chinese Stock Markets,"
Working Papers
005, Ohio State University, Department of Economics.
- Su, Dongwei & Fleisher, Belton M., 1998. "Risk, Return and Regulation in Chinese Stock Markets," Journal of Economics and Business, Elsevier, vol. 50(3), pages 239-256, May.
- Mookerjee, Rajen & Yu, Qiao, 1999. "An empirical analysis of the equity markets in China," Review of Financial Economics, Elsevier, vol. 8(1), pages 41-60, June.
- Sun, Qian & Tong, Wilson H. S., 2000. "The effect of market segmentation on stock prices: The China syndrome," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1875-1902, December.
- Yeh, Yin-Hua & Lee, Tsun-Siou, 2000. "The interaction and volatility asymmetry of unexpected returns in the greater China stock markets," Global Finance Journal, Elsevier, vol. 11(1-2), pages 129-149.
- Kang, Joseph & Liu, Ming-Hua & Ni, Sophie Xiaoyan, 2002. "Contrarian and momentum strategies in the China stock market: 1993-2000," Pacific-Basin Finance Journal, Elsevier, vol. 10(3), pages 243-265, June.
- Allen, Franklin & Karjalainen, Risto, 1999. "Using genetic algorithms to find technical trading rules," Journal of Financial Economics, Elsevier, vol. 51(2), pages 245-271, February.
- Haiqiang Chen & Terence Tai‐Leung Chong & Zimu Li, 2011. "Are Chinese Stock Market Cycles Duration Independent?," The Financial Review, Eastern Finance Association, vol. 46(1), pages 151-164, 02.
- Gunasekarage, Abeyratna & Power, David M., 2001. "The profitability of moving average trading rules in South Asian stock markets," Emerging Markets Review, Elsevier, vol. 2(1), pages 17-33, March.
- Brock, William & Lakonishok, Josef & LeBaron, Blake, 1992.
" Simple Technical Trading Rules and the Stochastic Properties of Stock Returns,"
Journal of Finance,
American Finance Association, vol. 47(5), pages 1731-64, December.
- Brock, W. & Lakonishok, J. & Lebaron, B., 1991. "Simple Technical Trading Rules And The Stochastic Properties Of Stock Returns," Working papers 90-22, Wisconsin Madison - Social Systems.
- Bessembinder, Hendrik & Chan, Kalok, 1995. "The profitability of technical trading rules in the Asian stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 3(2-3), pages 257-284, July.
- Nam, Kiseok & Washer, Kenneth M. & Chu, Quentin C., 2005. "Asymmetric return dynamics and technical trading strategies," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 391-418, February.
- Groenewold, Nicolaas & Tang, Sam Hak Kan & Wu, Yanrui, 2003. "The efficiency of the Chinese stock market and the role of the banks," Journal of Asian Economics, Elsevier, vol. 14(4), pages 593-609, August.
- F. FernAndez-RodrIguez & S. Sosvilla-Rivero & J. Andrada-FElix, 2003. "Technical analysis in foreign exchange markets: evidence from the EMS," Applied Financial Economics, Taylor and Francis Journals, vol. 13(2), pages 113-122.
- Wong, Woon K. & Liu, Bo & Zeng, Yong, 2009. "Can price limits help when the price is falling? Evidence from transactions data on the Shanghai Stock Exchange," China Economic Review, Elsevier, vol. 20(1), pages 91-102, March.
- Terence Chong, 2001. "Estimating the locations and number of change points by the sample-splitting method," Statistical Papers, Springer, vol. 42(1), pages 53-79, January.
- Jensen, Michael C & Bennington, George A, 1970. "Random Walks and Technical Theories: Some Additional Evidence," Journal of Finance, American Finance Association, vol. 25(2), pages 469-82, May.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Chang, Kuang Liang & Chen, Nan Kuang & Leung, Charles Ka Yui, 2011.
"The Dynamics of Housing Returns in Singapore: How Important are the International Transmission Mechanisms?,"
MPRA Paper
32255, University Library of Munich, Germany.
- Chang, Kuang-Liang & Chen, Nan-Kuang & Leung, Charles Ka Yui, 2012. "The dynamics of housing returns in Singapore: How important are the international transmission mechanisms?," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 516-530.
- Chang, Kuang Liang & Chen, Nan Kuang & Leung, Charles Ka Yui, 2011.
"In the Shadow of the United States: The International Transmission Effect of Asset Returns,"
MPRA Paper
32776, University Library of Munich, Germany.
- Kuang-Liang Chang & Nan-Kuang Chen & Charles Ka Yui Leung, 2012. "In the shadow of the United States: the international transmission effect of asset returns," Globalization and Monetary Policy Institute Working Paper 121, Federal Reserve Bank of Dallas.
- Ladislav Kristoufek & Miloslav Vosvrda, 2012.
"Measuring capital market efficiency: Global and local correlations structure,"
Papers
1208.1298, arXiv.org.
- Kristoufek, Ladislav & Vosvrda, Miloslav, 2013. "Measuring capital market efficiency: Global and local correlations structure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(1), pages 184-193.
Lists
This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.Statistics
Access and download statisticsCorrections
When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:23:y:2012:i:1:p:122-137For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wendy Shamier).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.

