| 研究生: |
許堯禎 Hsu, Yao-Chen |
|---|---|
| 論文名稱: |
台灣證券交易所「收盤前資訊揭露」對投資人情緒、市場報酬與波動度之關聯性研究 Examine the effect of TWSE “pre-close information disclosure” on the relation among investor sentiment, market return and volatility |
| 指導教授: |
顏盟峯
Yen, Meng-Feng |
| 學位類別: |
碩士 Master |
| 系所名稱: |
管理學院 - 財務金融研究所 Graduate Institute of Finance |
| 論文出版年: | 2014 |
| 畢業學年度: | 102 |
| 語文別: | 英文 |
| 論文頁數: | 46 |
| 中文關鍵詞: | 收盤前資訊揭露 、投資人情緒 、不對稱動態條件相關係數 |
| 外文關鍵詞: | Pre-close information disclosure, investor sentiment, ADCC |
| 相關次數: | 點閱:89 下載:3 |
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台灣證券交易所自2012年2月20日即啟動「收盤前資訊揭露及其配套措施」,期望借助適度資訊揭露措施以提升市場透明度。然而,「收盤前資訊揭露及其配套措施」新制施行前後,台灣上市股票市場投資人情緒與市場報酬的關係是否改變?正是本文想要探討的主題。本文的分析結果期望可以給政策制定者擬定政策的參考。本研究擬以組成分分析建構情緒因子,針對台灣50成份股的尾盤時段,在不對稱動態條件相關係數-雙變量GARCH的模型架構下,同時探究股市報酬及投資者情緒隨時間改變的雙向動態關係。
研究期間由2011年11月21日至2012年5月31日,本文發現在日資料部分, 投資組合的報酬將顯著預測投資人情緒,顯示出投資人藉著新市場機制所釋放出的新資訊做出投資決策。而在日內資料部分,投資人情緒對投資組合報酬有顯著的正相關,顯示持續買進效果存在。同時,當期投資組合與投資人情緒的波動度顯著受到前一期正向波動影響,表示GARCH效果存在。此外,在跨市場波動傳導部分,未被預期到的高波動情緒變動將顯著影響投資組合報酬的波動,而未被預期到的高波動報酬變動會帶來高波動的情緒。
To reinforce market information disclosure and elevate market transparency during the closing session, Taiwan Stock Exchange (TWSE) launches a pre-close information disclosure policy from February 20, 2012. However, whether policy implementation change the relationship between investor sentiment and market return is our main topic to discuss. We hope the empirical result can provide policy maker a reference. First, our study applies the principal component analysis to construct the sentiment proxy and focuses on the component stocks of FTSE TSEC Taiwan 50 Index during the closing session. Under the asymmetric dynamic conditional correlation (ADCC-GARCH) structure, our study examines time-varying interrelationship between portfolio return and investors sentiment.
The research period covers from November, 21, 2011 to May, 31, 2012. In daily analysis, portfolio return has a significant predictive power to investor sentiment. It indicates investors can make trading decision based on new information released from the market. In intraday analysis, the effect of investor sentiment on portfolio return is significantly positive, showing existing hold-more effect. Meanwhile, volatilities of return and sentiment are significantly positive affected by variability of previous trading day, showing GARCH effect exists. Besides, unanticipated high sentiment variation is followed by volatile return, whereas great variability of unexpected return change induces high sentiment volatility.
Abraham, A. and D. L. Ikenberry "The individual investor and the weekend effect." Journal of Financial and Quantitative Analysis 29(02): 263-277.(1994).
Baker, M. and J. C. Stein "Market liquidity as a sentiment indicator." Journal of Financial Markets 7(3): 271-299.(2004).
Baker, M. and J. Wurgler "Investor sentiment and the cross‐section of stock returns." The Journal of Finance 61(4): 1645-1680.(2006).
Barber, B. M. "Noise trader risk, odd-lot trading, and security returns." Odd-Lot Trading, and Security Returns (July 1994).(1994).
Barkham, R. J. and C. W. Ward "Investor sentiment and noise traders: Discount to net asset value in listed property companies in the UK." Journal of Real Estate Research 18(2): 291-312.(1999).
Baur, M. N., et al. "The 1986–88 stock market: Investor sentiment or fundamentals?" Managerial and Decision Economics 17(3): 319-329.(1996).
Black, F. "Noise." The Journal of Finance 41(3): 529-543.(1986).
Bollerslev, T. "Modelling the coherence in short-run nominal exchange rates: a multivariate generalized ARCH model." The Review of Economics and Statistics: 498-505.(1990).
Brown, G. W. and M. T. Cliff "Investor sentiment and the near-term stock market." Journal of Empirical Finance 11(1): 1-27.(2004).
Brown, G. W. and M. T. Cliff "Investor Sentiment and Asset Valuation*." The Journal of Business 78(2): 405-440.(2005).
Campbell, J. Y., et al. "Trading volume and serial correlation in stock returns", National Bureau of Economic Research.(1992).
Cappiello, L., et al. "Asymmetric dynamics in the correlations of global equity and bond returns." Journal of Financial econometrics 4(4): 537-572.(2006).
Clarke, R. G. and M. Statman "Bullish or bearish?" Financial Analysts Journal: 63-72.(1998).
De Long, J. B., et al. "Noise trader risk in financial markets." Journal of Political Economy: 703-738.(1990).
Elton, E. J., et al. "Do Investors Care about Sentiment?*." The Journal of Business 71(4): 477-500.(1998).
Engle, R. "Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models." Journal of Business & Economic Statistics 20(3): 339-350.(2002).
Gemmill, G. and D. C. Thomas "Noise Trading, Costly Arbitrage, and Asset Prices: Evidence from Closed‐end Funds." The Journal of Finance 57(6): 2571-2594.(2002).
Gervais, S., et al. "The high‐volume return premium." The Journal of Finance 56(3): 877-919.(2001).
Glushkov, D. "Sentiment beta." University of Texas at Austin. Working paper.(2006).
Hotelling, H. "Analysis of a complex of statistical variables into principal components." Journal of educational psychology 24(6): 417.(1933).
Kahneman, D. and A. Tversky "Prospect theory: An analysis of decision under risk." Econometrica: Journal of the Econometric Society: 263-291.(1979).
Kumar, A. and C. Lee "Retail investor sentiment and return comovements." The Journal of Finance 61(5): 2451-2486.(2006).
Lakonishok, J. and E. Maberly "The weekend effect: Trading patterns of individual and institutional investors." The Journal of Finance 45(1): 231-243.(1990).
Lee, C., et al. "Investor sentiment and the closed‐end fund puzzle." The Journal of Finance 46(1): 75-109.(1991).
Lee, W. Y., et al. "Stock market volatility, excess returns, and the role of investor sentiment." Journal of Banking & Finance 26(12): 2277-2299.(2002).
Lemmon, M. and E. Portniaguina "Consumer confidence and asset prices: Some empirical evidence." Review of Financial Studies 19(4): 1499-1529.(2006).
Lemmon, M. L. and S. X. Ni (2011). The effects of investor sentiment on speculative trading and prices of stock and index options. EFA 2009 Bergen Meetings Paper.
Neal, R. and S. M. Wheatley "Do measures of investor sentiment predict returns?" Journal of Financial and Quantitative Analysis 33(04): 523-547.(1998).
Pearson, K. "LIII. On lines and planes of closest fit to systems of points in space." The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science 2(11): 559-572.(1901).
Peltomäki, J. "Investor Sentiment and Time-Varying Market Risk in Market-Neutral Hedge Funds." The Journal of Behavioral Finance 10(4): 226-233.(2009).
Qiu, L. and I. Welch Investor sentiment measures, National Bureau of Economic Research.(2004).
Shefrin, H. and M. Statman "Behavioral capital asset pricing theory." Journal of Financial and Quantitative Analysis 29(03): 323-349.(1994).
Shleifer, A. and R. W. Vishny "The limits of arbitrage." The Journal of Finance 52(1): 35-55.(1997).
Simon, D. P. and R. A. Wiggins "S&P futures returns and contrary sentiment indicators." Journal of Futures Markets 21(5): 447-462.(2001).
Solt, M. E. and M. Statman "How useful is the sentiment index?" Financial Analysts Journal: 45-55.(1988).
Swaminathan, B. "Time-varying expected small firm returns and closed-end fund discounts." Review of Financial Studies 9(3): 845-887.(1996).
Wang, C. "Investor sentiment and return predictability in agricultural futures markets." Journal of Futures Markets 21(10): 929-952.(2001).
Wang, Y.-H., et al. "The relationships between sentiment, returns and volatility." International Journal of Forecasting 22(1): 109-123.(2006).
Whaley, R. E. "The investor fear gauge." The Journal of Portfolio Management 26(3): 12-17.(2000).