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題名 The Applicability of Pairs Trading in Taiwan Stock Market
作者 謝承達
Hsieh,Cheng-Ta
貢獻者 郭維裕
Kuo,Weiyu
謝承達
Hsieh,Cheng-Ta
關鍵詞 Pairs trading
日期 2005
上傳時間 11-Sep-2009 17:11:35 (UTC+8)
摘要 How one can get a big fish in the stock market is an intriguing question with no answer. With the assumption of market inefficiency, we design technical trading strategies based on pairs trading which was well known by Wall Street to capture the big fish. A pair is composed of a security over anther, and we attempt to make the pair market neutral. We test the profitability of several trading rules with daily data during the period from Jan.1, 2002 to Mar.31, 2005. We also test the one price law of ADRs, during the sample period from 1996 Jul. to 2005 Apr. We find that the performance of the Moving Average Model is better. In particular, in the Moving Average Model the top 10% trading pairs make an average lucrative 2.07 % return in K5-10 model, 2.95 % return in K5-15 model, and 3.55 % in K5-20 model.
參考文獻 □ Bakshi, Gurdip and Zhiwu Chen,1997, “Stock Valuation in Dynamic Economics,” working paper, Ohio State University.
□ DeBont, Werner and Richard Thaler, 1985, Does the stock market overreact? , Journal of Finance 40,793-805.
□ DeBont, Werner and Richard Thaler, 1987, Further evidence on investor overeation and stock market seasonality, Journal of Finance 42,557-581.
□ Evan G. Gatev, William N. Goetzmann, and K. Geert Rouwenhorst, 1999 ”Pairs trading: Performance of a relative value arbitrage rule ” NBER working paper No. 7032.
□ Ganapathy Vidyamurthy, Pairs Trading: Quantitative Methods and Analysis, published by John Wiley & Sons, Inc.
□ Hong, and Susmel, 2003, “Pairs-Trading in the Asian ADR market”, Saginaw Valley State University.
□ Jehadeesh, Narasimhan, and Sheridan Titman, 1993, Returns to buying winners and Selling Losers: Implications for stock market efficiency, Journal of Finance 48, 65-91
□ Jegadeesh, Narasimhan, and Sheridan Titman, 1995, Overreaction, Delayed Reaction, and Contrarian Profits, The Review of Financial Studies Vol.8 No. 4, 973-93
□ Tony Lee, Alex Ypsilanti, and Daniel Lam, 2004, “Statistical Pair Trading: Performance Analysis of a Portfolio of Pair Trades in Asia Pacific ex-Japan,” Merrill Lynch.
描述 碩士
國立政治大學
國際經營與貿易研究所
92351024
94
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0923510241
資料類型 thesis
dc.contributor.advisor 郭維裕zh_TW
dc.contributor.advisor Kuo,Weiyuen_US
dc.contributor.author (Authors) 謝承達zh_TW
dc.contributor.author (Authors) Hsieh,Cheng-Taen_US
dc.creator (作者) 謝承達zh_TW
dc.creator (作者) Hsieh,Cheng-Taen_US
dc.date (日期) 2005en_US
dc.date.accessioned 11-Sep-2009 17:11:35 (UTC+8)-
dc.date.available 11-Sep-2009 17:11:35 (UTC+8)-
dc.date.issued (上傳時間) 11-Sep-2009 17:11:35 (UTC+8)-
dc.identifier (Other Identifiers) G0923510241en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/30081-
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) 92351024zh_TW
dc.description (描述) 94zh_TW
dc.description.abstract (摘要) How one can get a big fish in the stock market is an intriguing question with no answer. With the assumption of market inefficiency, we design technical trading strategies based on pairs trading which was well known by Wall Street to capture the big fish. A pair is composed of a security over anther, and we attempt to make the pair market neutral. We test the profitability of several trading rules with daily data during the period from Jan.1, 2002 to Mar.31, 2005. We also test the one price law of ADRs, during the sample period from 1996 Jul. to 2005 Apr. We find that the performance of the Moving Average Model is better. In particular, in the Moving Average Model the top 10% trading pairs make an average lucrative 2.07 % return in K5-10 model, 2.95 % return in K5-15 model, and 3.55 % in K5-20 model.en_US
dc.description.tableofcontents Abstract…………………………………………………...………………1
     Ⅰ.Introduction………………………………………...…………………2
     Ⅱ.Data…………………………………………...……………………….5
     Ⅲ.Methodology………………..…………………………………............6
     Ⅳ.Empirical results……………..………………………………………10
     Ⅳ.1 Strategy profits………………………………………………….....10
     Ⅳ.1.1 Taiwan Stock market…………………………………………….10
     Ⅳ.1.2 Dual markets………………………………………….……….....11
     Ⅳ.2 Trading statistics…………………………………………………...12
     Ⅳ.2.1 Average return per trade by pair type..……………….………….12
     Ⅳ.2.2 Average hit ratio by pair type…………………………………....13
     Ⅴ.Conclusion and recommendation…………………….……….……..14
     Ⅴ.1 Conclusion………………………………………….………….…..14
     Ⅴ.2 Recommendation………………………................………………..15
     Reference…………………………………………….………………….17
     Table………………………………………………….…………………18
     Appendix…………………………………………….………………….27
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0923510241en_US
dc.subject (關鍵詞) Pairs tradingen_US
dc.title (題名) The Applicability of Pairs Trading in Taiwan Stock Marketzh_TW
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) □ Bakshi, Gurdip and Zhiwu Chen,1997, “Stock Valuation in Dynamic Economics,” working paper, Ohio State University.zh_TW
dc.relation.reference (參考文獻) □ DeBont, Werner and Richard Thaler, 1985, Does the stock market overreact? , Journal of Finance 40,793-805.zh_TW
dc.relation.reference (參考文獻) □ DeBont, Werner and Richard Thaler, 1987, Further evidence on investor overeation and stock market seasonality, Journal of Finance 42,557-581.zh_TW
dc.relation.reference (參考文獻) □ Evan G. Gatev, William N. Goetzmann, and K. Geert Rouwenhorst, 1999 ”Pairs trading: Performance of a relative value arbitrage rule ” NBER working paper No. 7032.zh_TW
dc.relation.reference (參考文獻) □ Ganapathy Vidyamurthy, Pairs Trading: Quantitative Methods and Analysis, published by John Wiley & Sons, Inc.zh_TW
dc.relation.reference (參考文獻) □ Hong, and Susmel, 2003, “Pairs-Trading in the Asian ADR market”, Saginaw Valley State University.zh_TW
dc.relation.reference (參考文獻) □ Jehadeesh, Narasimhan, and Sheridan Titman, 1993, Returns to buying winners and Selling Losers: Implications for stock market efficiency, Journal of Finance 48, 65-91zh_TW
dc.relation.reference (參考文獻) □ Jegadeesh, Narasimhan, and Sheridan Titman, 1995, Overreaction, Delayed Reaction, and Contrarian Profits, The Review of Financial Studies Vol.8 No. 4, 973-93zh_TW
dc.relation.reference (參考文獻) □ Tony Lee, Alex Ypsilanti, and Daniel Lam, 2004, “Statistical Pair Trading: Performance Analysis of a Portfolio of Pair Trades in Asia Pacific ex-Japan,” Merrill Lynch.zh_TW