簡易檢索 / 詳目顯示

研究生: 呂宗達
Lu, Tsung-Ta
論文名稱: 外資及自營商之臺股期貨及選擇權未平倉量對於加權指數之預測性
Predictability of Foreign Investors' and Dealers' Open Interest on Taiwan Stock Index Return
指導教授: 蔡蒔銓
Tsai, Shih-Chuan
學位類別: 碩士
Master
系所名稱: 高階經理人企業管理碩士在職專班(EMBA)
Executive Master of Business Administration
論文出版年: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 40
中文關鍵詞: 期貨選擇權賣權未平倉量資訊交易者預測力
英文關鍵詞: Futures, Options, Put, Open interest, Informed trader, Predictability
DOI URL: http://doi.org/10.6345/THE.NTNU.EMBA.015.2018.F08
論文種類: 學術論文
相關次數: 點閱:190下載:35
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本研究在探討外資及自營商於臺股期貨及選擇權未平倉量口數與金額對未來臺灣加權股價指數是否有預測性。並以迴歸分析來檢視外資與自營商藉由買賣超現貨、期貨及選擇權未平倉量口數及金額之增減,對未來臺灣加權股價指數報酬率之預測能力。
    研究結果發現外資在現貨買賣超相對淨額、期貨多空未平倉量契約口數相對淨額、期貨多空未平倉量契約金額相對淨額、選擇權多空未平倉量契約金額相對淨額、選擇權賣方多空未平倉量契約口數相對淨額這五項數據上,與次日臺灣加權股價指數報酬率呈現顯著的正向相關,對於次日臺灣加權股價指數報酬率都有預測能力,顯見外資法人在期貨及選擇權未平倉量契約口數及金額之增減,對於臺灣加權股價指數之走勢有極高的參考價值。
    而自營商僅在選擇權多空未平倉量契約金額相對淨額這項數據上,對於次日臺灣加權股價指數報酬率有非常顯著正相關之預測能力,這可能與自營商對於期貨及選擇權操作上比較偏向於避險需求有關,也表示自營商之資訊性不如外資。
    選擇權賣方未平倉量的增加可能是對於未來標的物價格不會產生較大波動性之預期,但本研究發現外資在選擇權賣方多空未平倉量契約口數相對淨額之增減,對於臺灣加權股價指數報酬率有預測能力,這表示外資法人在持有選擇權賣方未平倉部位需承擔極高價格風險的狀況下,具有一定之資訊性可以預測未來臺灣加權股價指數之走勢。

    This research examines the predictability of using foreign investors’ and Taiwan local dealers’ open interest on Taiwan Stock Index (“TAIEX’) through their futures and options positions, both volume and dollar amount. Regression analysis is employed to investigate whether the increase/decrease of foreign investors’ and Taiwan local dealers’ stocks, futures or options open interest enables traders to predict the return of investment (ROI) of TAIEX.
    The result indicates that foreign investors’ buy/sell stocks net difference, open interest of the number of future long/short contracts net difference, open interest of the long/short contracts net dollar value, open interest of options put/call contracts net dollar value, and sellers’ open interest of the number of options put/call contracts net difference have significant positive correlation on next day’s TAIEX ROI, showing them as predictive factors; proving that foreign investors’ future and option open interest, both on the number of contracts and dollar value, has high reference value on predicting TAIEX trend.
    However, Taiwan local dealers only have one predictive factor that exhibits very significant positive correlation on next day’s TAIEX ROI, and that is the open interest of options put/call contracts net dollar value. This could be due to Taiwan local dealers’ preference for using futures and options as hedging instrument and being less informed relative to foreign investors.
    The growth of sellers’ options open interest could reflect the expectation that there will be less volatility to the future target’s price. This research, however, discovers that the increase/decrease of foreign investor sellers’ open interest of the number of options put/call contracts net difference is predictive to TAIEX ROI, implying that foreign investors, despite the high price volatility risk of holding an open interest on sellers’ options, possess sufficient data and information to predict future TAIEX trend.

    摘要 III 表次 VII 圖次 VIII 第一章 緒論 1 第一節 研究背景與動機 1 第二節 研究目的 3 第三節 研究架構與流程 4 第四節 研究範圍與限制 6 第二章 文獻回顧 7 第一節 不同市場之投資行為 7 第二節 不同類型投資人之資訊性 9 第三節 資訊交易者之投資策略 11 第四節 未平倉量之意涵 12 第三章 研究方法 14 第一節 資料來源與介紹 14 第二節 迴歸分析法 18 第四章 實證結果分析 26 第一節 資料敘述統計分析 26 第二節 迴歸模型分析 30 第五章 結論與建議 35 第一節 結論 35 第二節 建議 37 參考文獻 38

    吳宏達,(2000),台股指數期貨與現貨之關聯性與預測--自我迴歸條件異質變異數族群模型之應用,國立台北大學統計學碩士論文。
    李其權,(2009),三大法人期貨未平倉行為之訊息探討,國立中正大學國際經濟所碩士論文。
    趙詩容,(2002),法人買賣超是否為投資人短期買賣的參考指標? 以台灣股市為例,國立東華大學國際經濟研究所碩士論文。
    Back, K., (1993), “Asymmetric Information and Options”, The Review of Financial Studies, Vol.6, pp. 435-472.
    Bagehot, W., (1971), “The Only Game in Town.” Financial Analysts Journal, Vol.27, pp.12-22.
    Barber, B., Y. Lee, J. Liu, and T. Odean, (2008), “Just how much do individual investors lose by trading?” The Review of Financial Studies, Vol.22, pp. 151-186.
    Bessembinder, H. and J. P. Seguin, (1993), "Price Volatility, Trading Volume, and Market Depth : Evidence from Futures Markets," Journal of Financial and Quantitative Analysis, Vol. 28, pp. 21-39.
    Black, F., (1975), “Fact and Fantasy in the Use of Options.” Financial Analysts Journal, Vol.31, pp. 37-72.
    Booth, G. G., R. W. So, and Y. Tse, (1999), “Price Discovery in the German Equity Index Derivatives Markets,” Journal of Futures Markets, Vol.19, pp.619-643.
    Chan, K., (1992), “A Further Analysis of the Lead-lag Relationship between the Cash Market and Stock Index Futures Market,” Review of Financial Studies, Vol.5, pp. 123-152.
    Chang, C. C., P. F. Hsieh, and H. N. Lai, (2009), “Do Informed Option Investors Predict Stock Returns? Evidence from the Taiwan Stock Exchange,” Journal of Banking and Finance, Vol.33, pp. 757-764.
    Chu, Q. C., G. W-L. Hsieh, and Y. Tse, (1999), “Price Discovery on the S&P 500 Index markets: An Analysis of Spot Index, Index Futures, and SPDRs,” International Review of Financial-Analysis, Vol.8, pp. 21-34.
    Cox, C. C., (1976), “Futures Trading and Market Information,” Journal of Political Economy, Vol.84, pp. 1215-1237.
    Dennis, P. J. and J. P. Weston, (2001), “Who’s Informed? An Analysis of Stock Ownership and Informed Trading,” Working paper, University of Virginia.
    Figlewski, S., (1981), "Futures Trading and Volatility in the GNMA market," Journal of Finance, Vol.36, pp. 445-456.
    Gould, S. J., (2003), "Comparing Price, Volume & Open Interest," Future, pp. 52-54.
    Haigh, Michael, Jana Hranaiova and James Overdahl, (2005), "Price Dynamics, Price Discovery, and Large Futures Trader Interactions in the Energy Complex," Office of the Chief Economist, U.S. Commodity Futures Trading Commission, Working Paper.
    Kawaller, I., P. Koch, and T. Koch, (1987), “The Temporal Price Relationship between S&P 500 Futures and S&P 500 Index,” Journal of Finance, Vol.42, pp. 1309-1329.
    Kyle, A., (1985), “Continuous auctions and insider trading,” Econometrica, Vol.53, pp. 1315-1335.
    Kyle, A., (1989), “Informed Speculation with Imperfect Competition.” Review of Economic Studies, Vol.56, pp. 317-358.
    Lee, Y. T., J. C. Lin, and Y. J. Liu, (1999), “Trading Patterns of Big versus Small Players in an Emerging Market: An Empirical Analysis,” Journal of Banking and Finance, Vol.23, pp. 701-725.
    Merton, R. C., (1995), “Financial Innovation and the Management and Regulation of Financial Institutions,” Journal of Banking and Finance, Vol.19, pp. 461-481.
    Pan, J. and A. M. Poteshman, (2006), “The Information in Option Volume for Future Stock Prices,” The Review of Financial Studies, Vol.19, pp. 871-908.
    Richards, A., (2005), “Big Fish in Small Ponds: The Trading Behavior and Price Impact of Foreign Investors in Asian Emerging Equity Markets.” Journal of Financial and Quantitative Analysis, Vol. 40, pp. 1-27.
    Schlag, C. and H. Stoll, (2005), “Price Impacts of Options Volume,” Journal of Financial Markets, Vol.8, pp.69-87.
    Shapira, Z. and I. Venezia, (2001), “Patterns of Behavior of Professionally Managed and Independent Investors,” Journal of Banking and Finance, Vol.25, pp. 1573-1587.
    Stoll, H. and R. Whaley, (1990), “The Dynamics of Stock Index and Stock Index Futures Returns,” Journal of Financial and Quantitative Analysis, Vol. 25, pp. 441-468.

    下載圖示
    QR CODE