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| 研究生： |
林家緯 Jia-Wei Lin |
|---|---|
| 論文名稱： |
台灣期貨交易市場配對交易實證分析- 論指數成份對獲利能力之影響 Empirical Analysis of Pairing Trading in the Taiwan Futures Trading Market-The Impact of Index Components on Profitability |
| 指導教授： |
吳庭斌
Tin-Pin Wu |
| 口試委員: | |
| 學位類別： |
碩士 Master |
| 系所名稱： |
管理學院 - 財務金融學系 Department of Finance |
| 論文出版年： | 2020 |
| 畢業學年度： | 108 |
| 語文別： | 中文 |
| 論文頁數： | 46 |
| 中文關鍵詞： | 配對交易 、指數期貨 、布林通道 |
| 外文關鍵詞： | Pairs Trading, Stock Index Futures, Bollinger Band |
| 相關次數： | 點閱：18 下載：0 |
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傳統配對交易大都使用股票去做兩兩配對，本文利用台灣期貨交易所之指數期貨進行配對交易，共以台灣指數期貨、電子指數期貨、金融指數期貨、非金電指數期貨等四種指數期貨實證分析，計算其價格偏離程度進場做配對交易是否有利可圖，與驗證去除指數期貨成份結構的不同後是否會更具有獲利能力。
由於指數期貨組成的不同，在單獨判斷兩相關性商品價格偏離時會有判斷錯誤的狀況，因此本文發現去除指數期貨成份結構的不同之後配對交易的獲利能力及其穩定性會上升，同時判斷配對價格的偏離會更加準確。
Most of the traditional pair trading use stocks for pairwise matching. This article uses Taiwan index futures for pair trading. A total of four index futures, including Taiwan Capitalization Weighted Stock Index, Finance Index futures, Electronics Index futures, and Non-Finance & Electronic index futures, are used for empirical analysis. Whether it is profitable via buying lower price futures and sell short higher price futures when these two-futures price deviations, and to verify whether it is more profitable after removing the difference in the structure of the index futures.
Due to the difference in the composition of index futures, there will be a judgment error when judging the deviation of the price of two related commodities separately. Therefore, this paper finds that the profitability and stability of paired trading will increase after removing the difference in the structure of index futures components. Pairs price deviations will be more precisely.
Andrade, S., Di Pietro, V., and Seasholes, M., 2005, Understanding the profitability of pairs trading, Unpublished working paper, UC Berkeley, Northwestern University.
Buhler, W., and Kempf, A, 1995, DAX index futures: Mispricing and arbitrage in German markets, The Journal of Futures Markets (1986-1998), 15(7), 833.
Do, B., and Faff, R, 2010, Does simple pairs trading still work? Financial Analysts Journal, 66(4), 83-95.
Do, B., and Faff, R, 2012, Are pairs trading profits robust to trading costs? Journal of Financial Research, 35(2), 261-287.
Dunis, C. L., Giorgioni, G., Laws, J., and Rudy, J, 2010, Statistical arbitrage and high-frequency data with an application to Eurostoxx 50 equities. Liverpool Business School, Working paper.
Engelberg, J., Gao, P., and Jagannathan, R, 2009, An anatomy of pairs trading: the role of idiosyncratic news, common information and liquidity. Paper presented at the Third Singapore International Conference on Finance.
Gatev, E., Goetzmann, W. N., and Rouwenhorst, K. G, 2006, Pairs trading: Performance of a relative-value arbitrage rule. The Review of Financial Studies, 19(3), 797-827.
Herlemont, D, 2003, Pairs trading, convergence trading, cointegration. YATS Finances and Technology, 33, 1-31.
Huck, N, 2010, Pairs trading and outranking: The multi-step-ahead forecasting case. European Journal of Operational Research, 207(3), 1702-1716.
Huck, N., and Afawubo, K, 2015, Pairs trading and selection methods: is cointegration superior? Applied Economics, 47(6), 599-613.
Krauss, C, 2017, Statistical arbitrage pairs trading strategies: Review and outlook. Journal of Economic Surveys, 31(2), 513-545.
Vidyamurthy, G, 2004, Pairs Trading: quantitative methods and analysis (Vol. 217): John Wiley and Sons.
Wahab, M., and Lashgari, M, 1993, Price dynamics and error correction in stock index and stock index futures markets: A cointegration approach. Journal of Futures Markets, 13(7), 711-742.
Yang, Y., Goncu, A., and Pantelous, A, 2017, Pairs trading with commodity futures: evidence from the Chinese market. China Finance Review International.
