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題名 簡單技術分析交易法則-亞洲股票市場獲利能力
Simple technical trading rules - an empirical study on the profitability of Asian stock markets
作者 陳惠卿
Chen, Huei Cing
貢獻者 山本竜市
陳惠卿
Chen, Huei Cing
關鍵詞 技術分析
獲利能力
日期 2008
上傳時間 11-九月-2009 17:09:05 (UTC+8)
摘要 This paper analyzes the behavior of moving average and trading range break technical trading rules applied to two developed markets of Hong Kong, Japan and five emerging markets such as Malaysia, Philippines, South Korea, Thailand and Taiwan. The samples cover the period from January 1990 to December 2008. We utilize some technical trading rules by replicating the framework of Brock et al. (1992) to explore whether we can also predict the stock price movement and make excess profits on certain trading rules with different efficiency level in Asian stock markets.On average, as far as the volatility results are concerned, we also obtain the same conclusion as Brock et al. (1992) that the returns following buy signals are less volatile than returns following sell signals. The FMA rules have the same conclusion as VMA rules that these rules have predictability in the five emerging markets. Unlike VMA and FMA trading rules, we find that the TRB rules are not quite successful in South Korea stock market anymore but still have greater forecast power in Malaysia, Philippines, Thailand and Taiwan. Moreover, we can also notice that most of the seven Asian stock markets averages across all rules are generating excess negative returns in the presence of real estimated transaction costs.
This paper analyzes the behavior of moving average and trading range break technical trading rules applied to two developed markets of Hong Kong, Japan and five emerging markets such as Malaysia, Philippines, South Korea, Thailand and Taiwan. The samples cover the period from January 1990 to December 2008. We utilize some technical trading rules by replicating the framework of Brock et al. (1992) to explore whether we can also predict the stock price movement and make excess profits on certain trading rules with different efficiency level in Asian stock markets.On average, as far as the volatility results are concerned, we also obtain the same conclusion as Brock et al. (1992) that the returns following buy signals are less volatile than returns following sell signals. The FMA rules have the same conclusion as VMA rules that these rules have predictability in the five emerging markets. Unlike VMA and FMA trading rules, we find that the TRB rules are not quite successful in South Korea stock market anymore but still have greater forecast power in Malaysia, Philippines, Thailand and Taiwan. Moreover, we can also notice that most of the seven Asian stock markets averages across all rules are generating excess negative returns in the presence of real estimated transaction costs.
參考文獻 Alexander, S., 1961. “Price Movements in Speculative Markets: Trends or Random Walks.” Industrial Management Review, 2, 7-26.
Bessembinder, H. and Chan, K., 1995. “The Profitability of Technical Trading Rules in the Asia Stock Markets.” Pacific-Basin Financial Journal, 3,257-284.
Bessembinder H., Chan K., 1998, “Market Efficiency and the Returns to Technical
Analysis.” Financial Management, 27, 5-17.
Bill, M. C., Charlie, X. C., and Kevin, K., 2006. “Market Efficiency and Returns to Simple Technical Trading Rules: Future Evidence from U.S., U.K., Asian and Chinese Stock Markets.” Asia-Pacific Financial Market, 12, 45-60.
Brock, W., Lakonishok, J., and LeBaron, B., 1992. “Simple Technical Trading Rules and the Stochastic Properties of Stock Returns.”Journal of Finance, 47, 1731-1764.
Brown, D. P., and R. H. Jennings., 1989. “On Technical Analysis.” Review of Financial Studies, 2, 527-551.
Chang, J. E., Lima, E. J. A., and Tabak, B. M., 2004. “Testing for Predictability in Emerging Equity Markets.” Emerging Market Review, 5, 295-316.
Coutts, J.A., and Cheung, K.C., 2000. “Trading Rules and Stock Returns: Some Preliminary Short Run Evidence from the Hang Seng 1985-1997,” Applied Financial Economics, 10, 579-586.
Detry, P.J., and Gregoire, P., 2001.”Other Evidences of the Predictive Power of Technical Analysis: The Moving Averages Rules on European Indexes.” EFMA 2001 Lugano Meetings, Working Paper.
Efron, B. and R. J. Tibshirani, 1993. “An Introduction to the Bootstrap.”, Chapman & Hall, New York.
Fang, Y, and Xu, D., 2003. “The Predictability of Asset Returns: An Approach Combining Technical Analysis and Time Series Forecasts.” International Journal of Forecasting, 19 , 369-385.
Gary, G.T., Guang, H. W., and Mingyuan, G., 2004. “Market Efficiency and The Returns to Simple Technical Trading Rules: New Evidence from U.S. Equity Market and Chinese Equity Markets.”Asia-Pacific Financial Markets, 9, 1387-2834.
Gunasekarage,A., and David M. P., 2001.”The Profitability of Moving Average Trading.” Elsevier Emerging Market Review 2, 17-33.
Harvey, C., 1995a.”The Cross-section of Volatility and Autocorrelation in Emerging Markets.” Finanzmarkt und Portfolio Management, 9, 12-34.
Hudson, R., M. Dempsey and K. Keasey, 1996. “A Note on the Weak From Efficiency of Capital Markets: The Application of Simple Technical Trading Rules to UK stock prices-1935 to 1994.”Journal of Banking and Finance, 20, 1121-1132.
Isakov, D., and Hollistein, M., 1998. “Application of Simple Technical Trading Rules to Swiss Stock Prices: Is It Profitable?”Working paper. HEC, University of Geneva, Geneva.
LeBaron, B., 1999. “The Stability of Moving Average Technical Trading Rules on the Dow Jones Index.” Derivative Use, Trading and Regulation, 5, 324-338.
Mitchell R., Ricardo, P.C.L., 1999. “Tests of Technical Trading Strategies in the Emerging Equity Markets of Latin America and Asia.” Journal of Banking & Finance, 23, 1887-1905.
Pring, M. J., 2002. Technical Analysis Explained (4th ed.). New York: McGraw-Hill
Book Company.
Qi, M., and Y. Wu, 2006. “Technical trading-rule profitability, data snooping, and reality check: Evidence from the Foreign Exchange Market.” Journal of Money, Credit and Banking, 30, 2135–2158.
Ratner, M., Leal, R.,1999, “Tests of Technical Trading Strategies in the Emerging Equity Markets of Latin America and Asia.” Journal of Banking & Finance, 23,1887-905.
Ready, M., 1997. “Profits from Technical Trading Rules.” Working paper. University of Wisconsin-Madison, Madison, WI.
Rhee, S., Chang, R., and Ageloff, R., 1990. “An Overview of Equity Markets in Pacific-Basin Countries.” in: Rhee, S., Chang, R. eds., Pacific-Basin Capital Markets Research (North-Holland, Amsterdam).
Sullivan, R., Timmermann, A., and White, H., 1999. “Data-snooping, technical trading rule performance, and the bootstrap.” Journal of Finance, 54, 1647-1691.
Sweeney, R., 1988. “Some new filter rule tests: Methods and results.” Journal of Financial and Quantitative Analysis, 23, 285-300.
Tian, G. G., Wan, G. H., and Guo, M. Y., 2002. “Market efficiency and the returns to simple technical trading rules: New evidence from U.S. equity market and Chinese equity markets.” Asia-Pacific Financial Markets, 9, 3–4.
Wang, J. L., and Chan, S. H., 2009. “ Trading rule discovery in the US stock market: an empirical study.” Elsevier, 36, 5450-5455.
White, H., 2000. “A reality check for data snooping.” Econometrica, 68, 1097-1126.
描述 碩士
國立政治大學
國際經營與貿易研究所
96351018
97
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0096351018
資料類型 thesis
dc.contributor.advisor 山本竜市zh_TW
dc.contributor.author (作者) 陳惠卿zh_TW
dc.contributor.author (作者) Chen, Huei Cingen_US
dc.creator (作者) 陳惠卿zh_TW
dc.creator (作者) Chen, Huei Cingen_US
dc.date (日期) 2008en_US
dc.date.accessioned 11-九月-2009 17:09:05 (UTC+8)-
dc.date.available 11-九月-2009 17:09:05 (UTC+8)-
dc.date.issued (上傳時間) 11-九月-2009 17:09:05 (UTC+8)-
dc.identifier (其他 識別碼) G0096351018en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/30061-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 國際經營與貿易研究所zh_TW
dc.description (描述) 96351018zh_TW
dc.description (描述) 97zh_TW
dc.description.abstract (摘要) This paper analyzes the behavior of moving average and trading range break technical trading rules applied to two developed markets of Hong Kong, Japan and five emerging markets such as Malaysia, Philippines, South Korea, Thailand and Taiwan. The samples cover the period from January 1990 to December 2008. We utilize some technical trading rules by replicating the framework of Brock et al. (1992) to explore whether we can also predict the stock price movement and make excess profits on certain trading rules with different efficiency level in Asian stock markets.On average, as far as the volatility results are concerned, we also obtain the same conclusion as Brock et al. (1992) that the returns following buy signals are less volatile than returns following sell signals. The FMA rules have the same conclusion as VMA rules that these rules have predictability in the five emerging markets. Unlike VMA and FMA trading rules, we find that the TRB rules are not quite successful in South Korea stock market anymore but still have greater forecast power in Malaysia, Philippines, Thailand and Taiwan. Moreover, we can also notice that most of the seven Asian stock markets averages across all rules are generating excess negative returns in the presence of real estimated transaction costs.zh_TW
dc.description.abstract (摘要) This paper analyzes the behavior of moving average and trading range break technical trading rules applied to two developed markets of Hong Kong, Japan and five emerging markets such as Malaysia, Philippines, South Korea, Thailand and Taiwan. The samples cover the period from January 1990 to December 2008. We utilize some technical trading rules by replicating the framework of Brock et al. (1992) to explore whether we can also predict the stock price movement and make excess profits on certain trading rules with different efficiency level in Asian stock markets.On average, as far as the volatility results are concerned, we also obtain the same conclusion as Brock et al. (1992) that the returns following buy signals are less volatile than returns following sell signals. The FMA rules have the same conclusion as VMA rules that these rules have predictability in the five emerging markets. Unlike VMA and FMA trading rules, we find that the TRB rules are not quite successful in South Korea stock market anymore but still have greater forecast power in Malaysia, Philippines, Thailand and Taiwan. Moreover, we can also notice that most of the seven Asian stock markets averages across all rules are generating excess negative returns in the presence of real estimated transaction costs.en_US
dc.description.tableofcontents Abstract i
     Contents ii
     1. Introduction 1
     2. Literature Review 3
     3. Data and Technical Trading Rules 6
     3.1 Data and Studying Period 6
     3.2 Technical Trading Rules 7
     3.2.1 Moving Averages 7
     3.2.2 Trading Range Break 9
     4. Methodology 10
     4.1 Traditional Tests 10
     4.2 Bootstrap Methodology 11
     5. Empirical Results 13
     5.1 Summary Statistics 13
     5.2 Returns and Predictability 14
     5.3 Transactions Costs and Trading Profits 25
     6. Conclusion 42
     References 44
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0096351018en_US
dc.subject (關鍵詞) 技術分析zh_TW
dc.subject (關鍵詞) 獲利能力zh_TW
dc.title (題名) 簡單技術分析交易法則-亞洲股票市場獲利能力zh_TW
dc.title (題名) Simple technical trading rules - an empirical study on the profitability of Asian stock marketsen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Alexander, S., 1961. “Price Movements in Speculative Markets: Trends or Random Walks.” Industrial Management Review, 2, 7-26.zh_TW
dc.relation.reference (參考文獻) Bessembinder, H. and Chan, K., 1995. “The Profitability of Technical Trading Rules in the Asia Stock Markets.” Pacific-Basin Financial Journal, 3,257-284.zh_TW
dc.relation.reference (參考文獻) Bessembinder H., Chan K., 1998, “Market Efficiency and the Returns to Technicalzh_TW
dc.relation.reference (參考文獻) Analysis.” Financial Management, 27, 5-17.zh_TW
dc.relation.reference (參考文獻) Bill, M. C., Charlie, X. C., and Kevin, K., 2006. “Market Efficiency and Returns to Simple Technical Trading Rules: Future Evidence from U.S., U.K., Asian and Chinese Stock Markets.” Asia-Pacific Financial Market, 12, 45-60.zh_TW
dc.relation.reference (參考文獻) Brock, W., Lakonishok, J., and LeBaron, B., 1992. “Simple Technical Trading Rules and the Stochastic Properties of Stock Returns.”Journal of Finance, 47, 1731-1764.zh_TW
dc.relation.reference (參考文獻) Brown, D. P., and R. H. Jennings., 1989. “On Technical Analysis.” Review of Financial Studies, 2, 527-551.zh_TW
dc.relation.reference (參考文獻) Chang, J. E., Lima, E. J. A., and Tabak, B. M., 2004. “Testing for Predictability in Emerging Equity Markets.” Emerging Market Review, 5, 295-316.zh_TW
dc.relation.reference (參考文獻) Coutts, J.A., and Cheung, K.C., 2000. “Trading Rules and Stock Returns: Some Preliminary Short Run Evidence from the Hang Seng 1985-1997,” Applied Financial Economics, 10, 579-586.zh_TW
dc.relation.reference (參考文獻) Detry, P.J., and Gregoire, P., 2001.”Other Evidences of the Predictive Power of Technical Analysis: The Moving Averages Rules on European Indexes.” EFMA 2001 Lugano Meetings, Working Paper.zh_TW
dc.relation.reference (參考文獻) Efron, B. and R. J. Tibshirani, 1993. “An Introduction to the Bootstrap.”, Chapman & Hall, New York.zh_TW
dc.relation.reference (參考文獻) Fang, Y, and Xu, D., 2003. “The Predictability of Asset Returns: An Approach Combining Technical Analysis and Time Series Forecasts.” International Journal of Forecasting, 19 , 369-385.zh_TW
dc.relation.reference (參考文獻) Gary, G.T., Guang, H. W., and Mingyuan, G., 2004. “Market Efficiency and The Returns to Simple Technical Trading Rules: New Evidence from U.S. Equity Market and Chinese Equity Markets.”Asia-Pacific Financial Markets, 9, 1387-2834.zh_TW
dc.relation.reference (參考文獻) Gunasekarage,A., and David M. P., 2001.”The Profitability of Moving Average Trading.” Elsevier Emerging Market Review 2, 17-33.zh_TW
dc.relation.reference (參考文獻) Harvey, C., 1995a.”The Cross-section of Volatility and Autocorrelation in Emerging Markets.” Finanzmarkt und Portfolio Management, 9, 12-34.zh_TW
dc.relation.reference (參考文獻) Hudson, R., M. Dempsey and K. Keasey, 1996. “A Note on the Weak From Efficiency of Capital Markets: The Application of Simple Technical Trading Rules to UK stock prices-1935 to 1994.”Journal of Banking and Finance, 20, 1121-1132.zh_TW
dc.relation.reference (參考文獻) Isakov, D., and Hollistein, M., 1998. “Application of Simple Technical Trading Rules to Swiss Stock Prices: Is It Profitable?”Working paper. HEC, University of Geneva, Geneva.zh_TW
dc.relation.reference (參考文獻) LeBaron, B., 1999. “The Stability of Moving Average Technical Trading Rules on the Dow Jones Index.” Derivative Use, Trading and Regulation, 5, 324-338.zh_TW
dc.relation.reference (參考文獻) Mitchell R., Ricardo, P.C.L., 1999. “Tests of Technical Trading Strategies in the Emerging Equity Markets of Latin America and Asia.” Journal of Banking & Finance, 23, 1887-1905.zh_TW
dc.relation.reference (參考文獻) Pring, M. J., 2002. Technical Analysis Explained (4th ed.). New York: McGraw-Hillzh_TW
dc.relation.reference (參考文獻) Book Company.zh_TW
dc.relation.reference (參考文獻) Qi, M., and Y. Wu, 2006. “Technical trading-rule profitability, data snooping, and reality check: Evidence from the Foreign Exchange Market.” Journal of Money, Credit and Banking, 30, 2135–2158.zh_TW
dc.relation.reference (參考文獻) Ratner, M., Leal, R.,1999, “Tests of Technical Trading Strategies in the Emerging Equity Markets of Latin America and Asia.” Journal of Banking & Finance, 23,1887-905.zh_TW
dc.relation.reference (參考文獻) Ready, M., 1997. “Profits from Technical Trading Rules.” Working paper. University of Wisconsin-Madison, Madison, WI.zh_TW
dc.relation.reference (參考文獻) Rhee, S., Chang, R., and Ageloff, R., 1990. “An Overview of Equity Markets in Pacific-Basin Countries.” in: Rhee, S., Chang, R. eds., Pacific-Basin Capital Markets Research (North-Holland, Amsterdam).zh_TW
dc.relation.reference (參考文獻) Sullivan, R., Timmermann, A., and White, H., 1999. “Data-snooping, technical trading rule performance, and the bootstrap.” Journal of Finance, 54, 1647-1691.zh_TW
dc.relation.reference (參考文獻) Sweeney, R., 1988. “Some new filter rule tests: Methods and results.” Journal of Financial and Quantitative Analysis, 23, 285-300.zh_TW
dc.relation.reference (參考文獻) Tian, G. G., Wan, G. H., and Guo, M. Y., 2002. “Market efficiency and the returns to simple technical trading rules: New evidence from U.S. equity market and Chinese equity markets.” Asia-Pacific Financial Markets, 9, 3–4.zh_TW
dc.relation.reference (參考文獻) Wang, J. L., and Chan, S. H., 2009. “ Trading rule discovery in the US stock market: an empirical study.” Elsevier, 36, 5450-5455.zh_TW
dc.relation.reference (參考文獻) White, H., 2000. “A reality check for data snooping.” Econometrica, 68, 1097-1126.zh_TW