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題名 The Profitability of Technical Trading Strategies in Taiwan Future Market
作者 陳映廷
Chen, Ying-Ting
貢獻者 郭維裕
Kuo,Weiyu
陳映廷
Chen, Ying-Ting
關鍵詞 技術分析
指數期貨
台指期貨
technical trading rules
index futures
TAIEX Futures
日期 2004
上傳時間 11-Sep-2009 17:11:23 (UTC+8)
摘要 The price of stocks, futures, commodities and currency are for ever changing. Anyone interested in financial prices soon discovers that changes in prices are frequently substantial and are always difficult to forecast. This paper describes the behavior of prices from a statistical perspective. Specifically, employ several technical trading rules to uncover the trend of futures price movement and attempt to make profit out of the trend. In this paper, trading of seven technical trading systems is simulated for three futures contracts from September 1998 to March 2005 to test for market disequilibrium. The results differ by trading systems. Four systems produced positive mean net returns and five systems produced positive gross return when optimal parameters were used. These results indicate that, there exist opportunities to design profitable trading systems for futures markets.
參考文獻 Corrado, C. J. and Lee, S. H. (1992) Filter Rule Tests of the Economic Significance of Serial Dependencies in Daily Stock Returns. The Journal of Financial Research, Vol. XV, No. 4.
Fama, E. F. and M. E. Blume (1966) Filter Rules and Stock-Market trading. Journal of Business, 39, 226-241.
Kahneman, D. and Tversky A. (1979) Prospect Theory: An Analysis of Decision under Risk, Econometrica, Volume 47, Issue 2, 263-292.
Kestner, L. N. (2003) Quantitative Trading Stategies. McGraw-Hill.
Lukac, L. P., Brorsen, B. W. and Irwin, S. H. (1988) A Test of Ftures Market Disequilibrium Using Twelve Different Technical Trading Systems. Applied Economics, 20, 623-639
Stevenson, R. A. and Bear, R. M. (1970) Commodity futures, trends, or random walks, Journal of Finance, 25, 65-81.
Smidt, S. (1964) Amateur Speculators, Graduate School of Business and Public Administration, Cornell University, Ithaca, NY.
Sweeney, R. J. (1988) Some new filter rule tests: Methods and results, Journal of Financial and Quantitative Analysis. 23, 285-300.
Taylor, S. J. (1992) Rewards Available to Currency Futures Speculators: Compensation for Risk or Evidence of Inefficient Pricing? Department of Accounting and Finance, The Management School, Lancaster University, England.
Taylor, S. J. (1994) Trading Futures Using a Channel Rules: A Study of the Predictive Power of Technical Analysis with Currency Examples. The Journal of Futures Markets, Vol. 14, No. 2, 215-235.
Odean, Terrece. (1998) Are Investors Reluctant to Realize Their Losses? Journal of Finance 53: 1775-1798
描述 碩士
國立政治大學
國際經營與貿易研究所
92351021
93
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0923510211
資料類型 thesis
dc.contributor.advisor 郭維裕zh_TW
dc.contributor.advisor Kuo,Weiyuen_US
dc.contributor.author (Authors) 陳映廷zh_TW
dc.contributor.author (Authors) Chen, Ying-Tingen_US
dc.creator (作者) 陳映廷zh_TW
dc.creator (作者) Chen, Ying-Tingen_US
dc.date (日期) 2004en_US
dc.date.accessioned 11-Sep-2009 17:11:23 (UTC+8)-
dc.date.available 11-Sep-2009 17:11:23 (UTC+8)-
dc.date.issued (上傳時間) 11-Sep-2009 17:11:23 (UTC+8)-
dc.identifier (Other Identifiers) G0923510211en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/30079-
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) 92351021zh_TW
dc.description (描述) 93zh_TW
dc.description.abstract (摘要) The price of stocks, futures, commodities and currency are for ever changing. Anyone interested in financial prices soon discovers that changes in prices are frequently substantial and are always difficult to forecast. This paper describes the behavior of prices from a statistical perspective. Specifically, employ several technical trading rules to uncover the trend of futures price movement and attempt to make profit out of the trend. In this paper, trading of seven technical trading systems is simulated for three futures contracts from September 1998 to March 2005 to test for market disequilibrium. The results differ by trading systems. Four systems produced positive mean net returns and five systems produced positive gross return when optimal parameters were used. These results indicate that, there exist opportunities to design profitable trading systems for futures markets.en_US
dc.description.tableofcontents Abstract ………………………………………………………… 0
     1. Introduction ………………………………………………… 1
     2. Methodology ………………………………………………‥ 6
      2.1 Technical Trading Systems ……………………………‥ 6
      2.2 Measuring Trading Performance ………………………‥15
      2.3 Data ………………………………………………………. 16
     3. Empirical Results ……………………………‥……………18
      3.1 The Alexander’s Filter Rule ………………………‥ 18
      3.2 The Alexander’s Filter Rule ………………………… 19
      3.3 The Moving Average Crossovers …………………………21
      3.4 The Kestner`s Moving Average ………………………… 21
      3.5 The Directional Movement System ………………………22
      3.6 The SAR system ………………………………………… .23
      3.7 The Volume Moving Average Crossovers ……………… 25
     4. Conclusion …………………………………………………… 27
     Reference ……………………………………………………… .28
     Appendix ……………………………………………………… .29
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0923510211en_US
dc.subject (關鍵詞) 技術分析zh_TW
dc.subject (關鍵詞) 指數期貨zh_TW
dc.subject (關鍵詞) 台指期貨zh_TW
dc.subject (關鍵詞) technical trading rulesen_US
dc.subject (關鍵詞) index futuresen_US
dc.subject (關鍵詞) TAIEX Futuresen_US
dc.title (題名) The Profitability of Technical Trading Strategies in Taiwan Future Marketzh_TW
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Corrado, C. J. and Lee, S. H. (1992) Filter Rule Tests of the Economic Significance of Serial Dependencies in Daily Stock Returns. The Journal of Financial Research, Vol. XV, No. 4.zh_TW
dc.relation.reference (參考文獻) Fama, E. F. and M. E. Blume (1966) Filter Rules and Stock-Market trading. Journal of Business, 39, 226-241.zh_TW
dc.relation.reference (參考文獻) Kahneman, D. and Tversky A. (1979) Prospect Theory: An Analysis of Decision under Risk, Econometrica, Volume 47, Issue 2, 263-292.zh_TW
dc.relation.reference (參考文獻) Kestner, L. N. (2003) Quantitative Trading Stategies. McGraw-Hill.zh_TW
dc.relation.reference (參考文獻) Lukac, L. P., Brorsen, B. W. and Irwin, S. H. (1988) A Test of Ftures Market Disequilibrium Using Twelve Different Technical Trading Systems. Applied Economics, 20, 623-639zh_TW
dc.relation.reference (參考文獻) Stevenson, R. A. and Bear, R. M. (1970) Commodity futures, trends, or random walks, Journal of Finance, 25, 65-81.zh_TW
dc.relation.reference (參考文獻) Smidt, S. (1964) Amateur Speculators, Graduate School of Business and Public Administration, Cornell University, Ithaca, NY.zh_TW
dc.relation.reference (參考文獻) Sweeney, R. J. (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) Taylor, S. J. (1992) Rewards Available to Currency Futures Speculators: Compensation for Risk or Evidence of Inefficient Pricing? Department of Accounting and Finance, The Management School, Lancaster University, England.zh_TW
dc.relation.reference (參考文獻) Taylor, S. J. (1994) Trading Futures Using a Channel Rules: A Study of the Predictive Power of Technical Analysis with Currency Examples. The Journal of Futures Markets, Vol. 14, No. 2, 215-235.zh_TW
dc.relation.reference (參考文獻) Odean, Terrece. (1998) Are Investors Reluctant to Realize Their Losses? Journal of Finance 53: 1775-1798zh_TW