题名

Do Intraday Large Price Changes Matter for Trading Index Futures? Evidence from China Futures Markets

并列篇名

日內大幅價格變化對交易指數期貨重要嗎?中國期貨市場的證據

DOI

10.6545/JFS.201806_26(2).0004

作者

戴敏育(Min-Yuh Day);黃寶玉(Paoyu Huang);倪衍森(Yensen Ni);陳育欣(Yuhsin Chen)

关键词

Index futures ; day trading ; investment strategy ; large price changes ; 指數期貨 ; 日內交易 ; 投資策略 ; 大幅價格變動

期刊名称

財務金融學刊

卷期/出版年月

26卷2期(2018 / 06 / 30)

页次

139 - 174

内容语文

英文

中文摘要

By employing intraday tick data due to big data concerns, we examine whether investors profit by day trading China Stock Index 300 Futures (C300F) as the C300F index rises (falls) over considerable points in a minute defined as intraday large price change. We argue that the intraday large price change might induce investors to trade the C300F. Results reveal that investors are likely to make profits by taking short positions on the C300F right after the occurrence of the intraday large price change, except when the C300F falls from extremely high points like 20 points in a minute.

英文摘要

本研究採取具有大數據性質的日內資料為樣本,來探討一分鐘滬深300期貨指數漲跌相當幅度時介入,是否有獲利的可能性。此乃基於當滬深300期貨指數大幅變動似能引發投資者介入。實證結果顯示除滬深300期貨指數一分鐘大跌20點外,投資人似可在滬深300期貨指數大幅變動時放空而有獲利的契機。

主题分类 社會科學 > 經濟學
社會科學 > 財金及會計學
参考文献
  1. Wang, Jying-Nan,Yeh, Jin-Huei(2016).A new approach for identification and characterization of price jumps.Journal of Management,33,355-381.
    連結:
  2. Ajayi, Richard A.,Mehdian, Seyed(1994).Rational investors' reaction to uncertainty: Evidence from the world's major markets.Journal of Business Finance and Ассounting,21,533-545.
  3. Amini, Shima,Gebka, Bartosz,Hudson, Robert,Keasey, Kevin(2013).A review of the international literature on the short term predictability of stock prices conditional on large prior price changes: Microstructure, behavioral, and risk related explanations.International Review of Economics and Finance,26,1-17.
  4. Ammann, Manuel,Kessler, Stephan M.(2009).Intraday characteristics of stock price crashes.Applied Financial Economics,19,1239-1255.
  5. Andersen, Torben G.,Bollerslev, Tim,Frederiksen, Per,Nielsen, Morten(2010).Continuous-Time models, realized volatilities, and testable distributional implications for daily stock returns.Journal of Applied Econometrics,25,233-261.
  6. Antoniou, Antonios,Koutmos, Gregory,Pericli, Andreas(2005).Index futures and positive feedback trading: Evidence from major stock exchanges.Journal of Empirical Finance,12,219-238.
  7. Antoniou, Antonios,Koutmos, Gregory,Pescetto, Gioia(2011).Positive feedback trading: Evidence from futures markets.Global Business and Economics Review,13,13-25.
  8. Atanasova, Christina V.,Hudson, Robert S.(2010).Technical trading rules and calendar anomalies-Are they the same phenomena?.Economics Letters,106,128-130.
  9. Bali, Turan G.,Demirtas, Ozgur,Levy, Haim(2008).Nonlinear mean reversion in stock prices.Journal of Banking and Finance,32,767-782.
  10. Balvers, Ronald J.,Wu, Yangru(2006).Momentum and mean reversion across national equity markets.Journal of Empirical Finance,13,24-48.
  11. Bansal, Ravi,Shaliastovich, Ivan(2011).Learning and asset-price jumps.Review of Financial Studies,24,2738-2780.
  12. Barndorff-Nielsen, Ole E.,Shephard, Neil(2006).Econometrics of testing for jumps in financial economics using bipower variation.Journal of Financial Econometrics,4,1-30.
  13. Benou, Georgina(2003).Market underreaction to large stock price declines: The case of ADRS.Journal of Behavioral Finance,4,21-32.
  14. Bhojraj, Sanjeev,Swaminathan, Bhaskaran(2006).Macro momentum: Returns predictability in international equity indices.Journal of Business,79,429-451.
  15. Bollerslev, Tim,Todorov, Viktor,Li, Sophia(2013).Jump tails, extreme dependencies, and the distribution of stock returns.Journal of Econometrics,172,307-324.
  16. Boudt, Kris,Petitjean, Mikael(2014).Intraday liquidity dynamics and news releases around price jumps: Evidence from the DJIA stocks.Journal of Financial Markets,17,121-149.
  17. Bremer, Marc,Sweeney, Richard J.(1991).The reversal of large stock-price decreases.Journal of Finance,46,747-754.
  18. Brogaard, Jonathan,Hendershott, Terrence,Riordan, Ryan(2014).High-Frequency trading and price discovery.Review of Financial Studies,27,2267-2306.
  19. Brown, Keith C.,van Harlow, William,Tinic, Seha M.(1988).Risk aversion, uncertain information, and market efficiency.Journal of Financial Economics,22,355-385.
  20. Brown, Stephen J.,Goetzmann, William N.(1995).Performance persistence.Journal of Finance,50,679-698.
  21. Campbell, John Y.,Lo, Andrew W.,MacKinlay, Archie C.(1997).The Econometrics of Financial markets.Princeton University Press.
  22. Carhart, Mark M.(1997).On persistence in mutual fund performance.Journal of Finance,52,57-82.
  23. Cervelló-Royo, Roberto,Guijarro, Francisco,Michniuk, Karolina(2015).Stock market trading rule based on pattern recognition and technical analysis: Forecasting the DJIA index with intraday data.Expert Systems with Applications,42,5963-5975.
  24. Chan, Kakeung C.(1988).On the contrarian investment strategy.Journal of Business,61,147-163.
  25. Chan, Kalok(1992).A further analysis of the lead-lag relationship between the cash market and stock index futures market.Review of Financial Studies,5,123-152.
  26. Chan, Louis K.,Jegadeesh, Narasimhan,Lakonishok, Josef(1996).Momentum strategies.Journal of Finance,51,1681-1713.
  27. Chan, Yue-Cheong(2005).Who trades in the stock index futures market when the underlying cash market is not trading?.Pacific-Basin Finance Journal,13,547-561.
  28. Chang, Eric C.,Jain, Prem C.,Locke, Peter R.(1995).Standard & Poor's 500 index futures volatility and price changes around the New York Stock Exchange close.Journal of Business,68,61-84.
  29. Cheng, Louis T.,Jiang, Li,Ng, Renne W.(2004).Information content of extended trading for index futures.Journal of Futures Markets,24,861-886.
  30. Chiang, Thomas C.,Zheng, Dazhi(2010).An empirical analysis of herd behavior in global stock markets.Journal of Banking and Finance,34,1911-1921.
  31. Chou, Pin-Huang,Wei, John K.,Chung, Huimin(2007).Sources of contrarian profits in the Japanese stock market.Journal of Empirical Finance,14,261-286.
  32. Chou, Robin K.,Chung, Huimin(2006).Decimalization, trading costs, and information transmission between ETFs and index futures.Journal of Futures Markets,26,131-151.
  33. Chou, Robin K.,Wang, George H.,Wang, Yun-Yi(2015).The impacts of individual day trading strategies on market liquidity and volatility: Evidence from the Taiwan index futures market.Journal of Futures Markets,35,399-425.
  34. Chuang, Wen-I,Lee, Bong-Soo(2006).An empirical evaluation of the overconfidence hypothesis.Journal of Banking and Finance,30,2489-2515.
  35. Conrad, Jennifer,Kaul, Gautam(1998).An anatomy of trading strategies.Review of Financial Studies,11,489-519.
  36. Cox, Don R.,Peterson, David R.(1994).Stock returns following large one-day declines: Evidence on short-term reversals and longer-term performance.Journal of Finance,49,255-267.
  37. Daniel, Kent,Hirshleifer, David,Subrahmanyam, Avanidhar(1998).Investor psychology and security market underand overreactions.Journal of Finance,53,1839-1885.
  38. De Bondt, Werner F. M.,Thaler, Richard H.(1985).Does the stock market overreact?.Journal of Finance,40,793-805.
  39. De Bondt, Werner F. M.,Thaler, Richard H.(1987).Further evidence on investor overreaction and stock market seasonality.Journal of Finance,42,557-581.
  40. Demir, Isabelle,Muthuswamy, Jay,Walter, Terry(2004).Momentum returns in Australian equities: The influences of size, risk, liquidity, and return computation.Pacific Basin Finance Journal,12,143-158.
  41. Fama, Eugene F.(1970).Efficient capital markets: A review of theory and empirical work.Journal of Finance,25,383-417.
  42. Fama, Eugene F.(1965).The behavior of stock market prices.Journal of Business,38,34-105.
  43. Fama, Eugene F.(1991).Efficient capital markets: II.Journal of Finance,46,1575-1617.
  44. Farmer, Doyne J.,Gillemot, László,Lillo, Fabrizio,Mike, Szabolcs,Sen, Anindya(2004).What really causes large price changes?.Quantitative Finance,4,383-397.
  45. Faust, Jon,Rogers, John H.,Wang, Shing-Yi B.,Wright, Jonathan H.(2007).The high-frequency response of exchange rates and interest rates to macroeconomic announcements.Journal of Monetary Economics,54,1051-1068.
  46. Frino, Alex,Mollica, Vito,Romano, Maria G.,Zhou, Zeyang(2017).Asymmetry in the permanent price impact of block purchases and sales: Theory and empirical evidence.Journal of Futures Markets,37,359-373.
  47. George, Thomas J.,Hwang, Chuan-Yang(2004).The 52-week high and momentum investing.Journal of Finance,59,2145-2176.
  48. Hasbrouck, Joel(2003).Intraday price formation in U.S. equity index markets.Journal of Finance,58,2375-2400.
  49. Hiraki, Takato,Maberly, Edwin D.,Takezawa, Nobuya(1995).The information content of end-of-the-day index futures returns: International evidence from the Osaka Nikkei 225 futures contract.Journal of Banking and Finance,19,921-936.
  50. Hirschey, Mark,Richardson, Vernon J.(2003).Investor underreaction to goodwill write-offs.Financial Analysts Journal,59,75-84.
  51. Howe, John(1986).Evidence on stock market overreaction.Financial Analyst Journal,42,74-77.
  52. Jegadeesh, Narasimhan,Titman, Sheridan(1993).Returns to buying winners and selling losers: Implications for stock market efficiency.Journal of Finance,48,65-91.
  53. Jiang, George J.,Yao, Tong(2013).Stock price jumps and cross-sectional return predictability.Journal of Financial and Quantitative Analysis,48,1519-1544.
  54. Joulin, Armand,Lefevre, Augustin,Grunberg, Daniel,Bouchaud, Jean-Philippe(2008).,未出版
  55. Kaufman, Perry J.(2003).A Short Course in Technical Trading.Hoboken, NJ:John Wiley and Sons, Inc..
  56. Kawaller, Ira G.,Koch, Paul D.,Koch, Timothy W. W.(1987).The temporal price relationship between S&P 500 futures and the S&P 50o index.Journal of Finance,42,1309-1329.
  57. Kirkpatrick, Charles D., II,Dahlquist, Julie A.(2010).Technical Analysis: The Complete Resource for Financial Market Technicians.Upper Saddle River, NJ:FT Press.
  58. Klößner, Stefan,Becker, Martin,Friedmann, Ralph(2012).Modeling and measuring intraday overreaction of stock prices.Journal of Banking and Finance,36,1152-1163.
  59. Koutmos, Gregory(1998).Asymmetries in the conditional mean and the conditional variance: Evidence from nine stock markets.Journal of Economics and Business,50,277-290.
  60. Lasfer, Ameziane,Melnik, Arie,Thomas, Dylan C.(2003).Short-Term reaction of stock markets in stressful circumstances.Journal of Banking and Finance,27,1959-1977.
  61. Lento, Camillo,Gradojevic, Nikola,Wright, Ci S.(2007).Investment information content in bollinger bands?.Applied Financial Economics Letters,3,263-267.
  62. Li, Chuanfeng(2011).Futures and spot arbitrage model and positive analysis for CSI300 index futures.Journal of Guangdong University of Finance,1,55-64.
  63. Lo, Andrew W.,MacKinlay, Archie C.(1990).When are contrarian profits due to stock market overreaction?.Review of Financial studies,3,175-205.
  64. Madura, Jeff,Richie, Nivine(2004).Overreaction of exchange-traded funds during the bubble of 1998-2002.Journal of Behavioral Finance,5,91-104.
  65. McKenzie, Michael D.(2007).Technical trading rules in emerging markets and the 1997 Asian currency crises.Emerging Markets Finance and Trade,43,46-73.
  66. Miao, Hong,Ramchander, Sanjay,Zumwalt, Kenton J.(2014).S&P 500 index futures price jumps and macroeconomic news.Journal of Futures Markets,34,980-1001.
  67. Muga, Luis,Santamaria, Rafael(2007).The momentum effect in Latin American emerging markets.Emerging Markets Finance and Trade,43,24-45.
  68. Nam, Kiseok,Pyun, Chong S.,Avard, Stephen L.(2001).Asymmetric reverting behavior of short-horizon stock returns: An evidence of stock market overreaction.Journal of Banking and Finance,25,807-824.
  69. Narayan, Paresh K.,Ahmed, Huson A.,Narayan, Seema(2015).Do momentum-based trading strategies work in the commodity futures markets?.Journal of Futures Markets,35,868-891.
  70. Naughton, Tony,Truong, Cameron,Veeraraghavan, Madhu(2008).Momentum strategies and stock returns: Chinese evidence.Pacific-Basin Finance Journal,16,476-492.
  71. Ni, Yensen,Liao, Yi-Ching,Huang, Paoyu(2015).MA trading rules, herding behaviors, and stock market overreaction.International Review of Economics and Finance,39,253-265.
  72. Park, Jinwoo(1995).A market microstructure explanation for predictable variations in stock returns following large price changes.Journal of Financial and Quantitative Analysis,30,241-256.
  73. Shen, Qian,Szakmary, Andrew C.,Sharma, Subhash C.(2005).Momentum and contrarian strategies in international stock markets: Further evidence.Journal of Multinational Finance Management,15,235-255.
  74. Shen, Qian,Szakmary, Andrew C.,Sharma, Subhash C.(2007).An examination of momentum strategies in commodity futures markets.Journal of Futures Markets,27,227-256.
  75. Stoll, Hans R.,Whaley, Robert E.(1990).The dynamics of stock index and stock index futures returns.Journal of Financial and Quantitative analysis,25,441-468.
  76. Sturm, Ray R.(2003).Investor confidence and returns following large one-day price changes.Journal of Behavioral Finance,4,201-216.
  77. Tai, Meng-Yi,Chao, Chi-Chur,Hu, Shih-Wen,Lai, Ching-Chong,Wang, Vey(2014).Monetary policy and price dynamics in a commodity futures market.International Review of Economics and Finance,29,372-379.
  78. Tan, Lin,Chiang, Thomas C.,Mason, Joseph R.,Nelling, Edward(2008).Herding behavior in Chinese stock markets: An examination of A and B shares.Pacific-Basin Finance Journal,16,61-77.
  79. Teixeira, Lamartine A.,de Oliveira, Adriano L. I.(2010).A method for automatic stock trading combining technical analysis and nearest neighbor classification.Expert Systems with Applications,37,6885-6890.
  80. Vega, Clara(2006).Stock price reaction to public and private information.Journal of Financial Еconomіcs,82,103-133.
  81. Wang, Hao,Yue, Mengqi,Zhao, Hua(2015).Cojumps in China's spot and stock index futures markets.Pacific-Basin Finance Journal,35,541-557.
  82. Yu, Susana,Rentzler, Joel,Tandon, Kishore(2010).Reexamining the uncertain information hypothesis on the S&P 5o0 Index and SPDRS.Review of Quantitative Finance and Accounting,34,72-83.
  83. Zhang, Xiaoyan, and Fan Chen, 2011, Empirical analysis on CSI 300 index futures hedging, Working paper.
  84. Zhou, Haigang,Geppert, John,Kong, Dongmin(2010).An anatomy of trading strategies: Evidence from China.Emerging Markets Finance and Trade,46,66-79.