跳到主要內容

簡易檢索 / 詳目顯示

研究生: 賴冠廷
Kuan-Ting Lai
論文名稱: 選擇權交易量的資訊內涵:以S&P500指數選擇權及VIX選擇權為例
The information content of the options volume: Evidence from S&P 500 Index Options and VIX Options
指導教授: 張傳章
Chuang-Chang Chang
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: 2013
畢業學年度: 101
語文別: 英文
論文頁數: 53
中文關鍵詞: S&P 500 指數選擇權VIX 選擇權交易量買賣權平價公式交易量加權隱含VIX指數資訊內涵金融海嘯
外文關鍵詞: S&P 500 index options, VIX options, trading volume, put-call parity, volume-weighted implied VIX, information content, financial tsunami
相關次數: 點閱:12下載:0
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
  • 本文探討選擇權市場價格以及交易量的資訊內涵,有鑑於許多研究指出S&P 500 指數選擇權市場對於未來的S&P 500 指數提供重要的資訊。我們更進一步探討VIX 選擇權市場的價格以及交易量的資訊內涵是否與S&P 500 指數有相關,而VIX 選擇權市場所帶來的資訊內涵是否有助於我們預測未來S&P 500 指數。我們的研究結果指出:我們加入交易量考量後所建構的隱含VIX指數的確包含了對於S&P 500 指數的資訊內涵以及VIX指數所代表的S&P500 指數選擇權市場確實包含了對於S&P 500 指數未來報酬的資訊,因此確認了交易量的資訊內涵,而在兩個市場的高低交易量差異部分所造成的資訊差異,我們推測是由於投資人的避險需求而導致。


    This article aims to examine the informational roles and the trading volume of options markets. Numerous studies have indicated that the S&P 500 index options market provide critical information on the future dynamics of the S&P 500 index. We therefore investigate further in this study the existence of any relationship between the trading volume of S&P 500 index options market and VIX option market and volatility of the S&P 500 index and whether this relationship, if it does exist, can provide any incremental information leading to improved S&P 500 index forecasts/predictions. Our results suggest that volume-weighted implied VIX which extracted from the VIX options market and including the information from trading volume does provide critical information on the S&P 500 index. And the S&P 500 index options market provide valuable measures with regard to the future return of the S&P 500 index. And we infer the reason for the different between the information of high trading volume and low trading volume of both the S&P 500 index options market and the VIX options market is caused by the hedge purpose of the market participants.

    Contents 中文摘要 I Abstract II 誌謝 III Contents IV List of Figures VI List of Tables VII 1. Introduction 1 2. Literature review 2 3. Data description 3 4. Methodology 4 4.1. Volume-weighted implied VIX 4 4.2. High-low trading volume indicator 5 4.3. Return forecasting 5 4.4. Volatility forecasting 6 5. Empirical results 7 5.1. Return forecasting 8 5.2. Volatility forecasting 9 5.3. Option markets information after financial tsunami 10 5.4. Out-of-sample forecasting 11 6. Conclusion 12 Reference 14 Appendix A – Volume-Weighted implied VIX and High-Low trading volume indicator. 27 Appendix B – The estimate results for K = 10. 29 Appendix C – The estimate results for K = 20. 35 Appendix D – The estimate results for K = 50. 41

    Becker, R., Clements, A. E., & McClelland, A. (2009). The jump component of S&P 500 volatility and the VIX index. Journal of Banking & Finance, 33(6), 1033-1038.
    Bessembinder, H., & Seguin, P. J. (1993). Price volatility, trading volume, and market depth: Evidence from futures markets. Journal of financial and Quantitative Analysis, 28(1).
    Blume, L., Easley, D., & O'hara, M. (1994). Market statistics and technical analysis: The role of volume. The Journal of Finance, 49(1), 153-181.
    Chen, G. M., Firth, M., & Rui, O. M. (2001). The dynamic relation between stock returns, trading volume, and volatility. Financial Review, 36(3), 153-174.
    Chung, S. L., Tsai, W. C., Wang, Y. H., & Weng, P. S. (2011). The information content of the S&P 500 index and VIX options on the dynamics of the S&P 500 index. Journal of Futures Markets, 31(12), 1170-1201.
    Donaldson, R. G., & Kamstra, M. J. (2005). VOLATILITY FORECASTS, TRADING VOLUME, AND THE ARCH VERSUS OPTION‐IMPLIED VOLATILITY TRADE‐OFF. Journal of Financial Research, 28(4), 519-538.
    Gallant, A. R., Rossi, P. E., & Tauchen, G. (1992). Stock prices and volume.Review of Financial studies, 5(2), 199-242.
    Kuo, W., Hsu, H., & Chiang, C. (2005). Price Volatility, Trading Activity and Market Depth: Evidence from Taiwan and Singapore Taiwan Stock Index Futures Markets. Asia Pacific Management Review, 10(2), 131.
    Le, V., & Zurbruegg, R. (2010). The role of trading volume in volatility forecasting. Journal of International Financial Markets, Institutions and Money,20(5), 533-555.
    Pan, J., & Poteshman, A. M. (2006). The information in option volume for future stock prices. Review of Financial Studies, 19(3), 871-908.
    Wagner*, N., & Marsh §, T. A. (2005). Surprise volume and heteroskedasticity in equity market returns. Quantitative Finance, 5(2), 153-168.

    QR CODE
    :::