| 研究生: |
林曉琪 Chi, Hsiao |
|---|---|
| 論文名稱: |
頻繁交易者的淘汰與生存法則—針對台灣金融期貨契約 The Survival and Elimination Rules of Heavy Traders--Using Taiwan Finance Sector Index Futures |
| 指導教授: |
賴秀卿
Lai, Hsiu-ching 李宏志 Li, Hung-chih |
| 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: | 2008 |
| 畢業學年度: | 96 |
| 語文別: | 中文 |
| 論文頁數: | 42 |
| 中文關鍵詞: | 頻繁交易者 、期貨交易 、過度自信 、正向回饋交易行為 |
| 外文關鍵詞: | heavy traders, contrarian, momentum, overconfidence, survive |
| 相關次數: | 點閱:137 下載:3 |
| 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 |
為了解過度交易者如何存活下來,我們分析自然人在台灣期貨交易所(Taiwan Futures Exchange, TAIFEX)金融期貨商品的交易資料。我們將樣本分成兩組,一組是存活下來的人,簡稱「存活者」,另一組是退出市場的人,簡稱「退出者」。透過單一變數簡單迴歸,我們探究交易者獲利對風險的影響,設計出報酬反轉比例及轉虧為盈比例觀察交易者的報酬反轉,並歸納出交易策略。
實證結果發現部分交易者的風險容忍度會隨著損失擴大而增加,也因前期賠錢而在後期增加交易量。而存活者相對於退出者有較高的停損比率,較小的實現損失率,驗證了處置效果的強度確實會影響績效的表現。並且發現存活者與退出者並沒有一定的交易策略;此外,我們亦發現過度自信的假說(overconfidence and trading volume relation)並不太能解釋本研究樣本帳號所創造出來的成交量。
In order to understand that how the traders survive in the futures market, we analyze the individual traders by using the data of finance sector index futures (FXF) in the Taiwan Futures Exchange (TAIFEX). We divide the sample into two groups. One is survivor and the other is non-survivor. Following, we employ the simple regression to test the relationship between profit and risk for the trader. And we use the profit reversal rate and the rate of loss from gain to observe the situation of the profit reverse and find the traders’ strategies.
From empirical results, we find that a part of traders will enhance their tolerance to risk in next period when they have loss in previous period. Besides, these traders will increase their volume in next period when they have loss in previous period. And we find the stop-loss rates of survivors are usually higher than non-survivors. It verufies that the disposition effect will influence profit. Then we understand that there are no specific strategies for survivors and non-survivors. Finally, we find that overconfidence and trading volume relation can explain only a part of the accounts which we select in this paper.
Barber, Brad M., and Terrance Odean, 2000, Trading is
hazardous to your wealth: The common stock investment
performance of individual investors, Journal of
Finance 55, 773–806.
Barber, Brad M., Yi-Tsung Lee, Yu-Jane Liu, and Terrance
Odean, 2006, Who loses from trade? Evidence from
Taiwan, The 2006 Annual Meeting of American Finance
Association, AFA, Boston.
Barber, Brad M., Yi-Tsung Lee, Yu-Jane Liu, and Terrance
Odean, 2006, Just how much do investor lose from
trade?, Working paper.
Benos, Alexandros V., 1998, Aggressiveness and survival of
overconfident traders, Journal of Financial Markets l,
353-383.
Chuang, W. I., and B. S. Lee, 2006, An empirical
evaluation of the overconfidence hypothesis, Journal
of Banking and Finance 30, 2489-2515.
Coval, J. D., and T. Shumway, 2005, Do behavioral biases
affect prices?, Journal of Finance 60 (1), 1-34.
De Long, J. Bradford, Andrei Shleifer, Lawrence H.
Summers, and Robert J. Waldmann, 1990, Noise trader
risk in financial markets, Journal of Political
Economy 98(4), 703-738.
De Long, J. Bradford, Andrei Shleifer, Lawrence H.
Summers, and Robert J. Waldmann, 1990b, Positive
feedback investment strategies and destabilizing
rational speculation, Journal of Finance 45, 375-395.
De Long, J. Bradford, Andrei Shleifer, Lawrence H.
Summers, and Robert J. Waldmann, 1991, The survival of
noise traders in financial markets, Journal of
Business 64, 1-20.
Frino, Alex, David Johnstone, and Hui Zheng, 2004, The
propensity for local traders in futures markets to
ride losses: Evidence of irrational or rational
behavior?, Journal of Banking & Finance 28, 353–372.
Froot, K., O’Connell, P., Seasholes, M., 2001, The
portfolio flows of international investors, Journal of
Financial Economics 59, 151-193.
Gervais, Simon, and Terrance Odean, 2001, Learning to be o
overconfident, The Review of Financial Studies 14, 1-
27.
Grinblatt, M., and Matti Keloharju, 2000, The investment
behavior and performance of various investor types,
Journal of Financial Economics 55, 43-67.
Hirshleifer, David, and Guo Ying Luo, 2001, On the
survival of overconfident traders in a competitive
securities market, Journal of Financial Markets 4, 73-
84.
Jackson, A., 2002, The aggregate behaviour of individual
investors, London Business School Working Paper, April.
Kahneman, D., and Tversky A., 1979, Prospect theory: An
analysis of decision under risk. Econometrica 47, 263-
291.
Kamesaka, A., Nofsinger, J., Kawakita, H., 2003,
Investment patterns and performance of investor groups
in Japan, Pacific-Basin Finance Journal 11, 1-22.
Karolyi, A., 2002, Did the Asian financial crisis scare
foreign investors out of Japan? Pacific Basin Finance
Journal 10, 411-442.
Kim, K., Nofsinger, J., 2002, The behavior and performance
of individual investors in Japan. Washington State
University Working Paper, March.
Kyle, Albert S., and F. Albert Wang, 1997, Speculation
duopoly with agreement to disagree: Can overconfidence
survive the market test?, Journal of Finance 52, 2073-
2090.
Locke, Peter R., and Steven C. Mann, 2001, House money and
overconfidence on the trading floor, Working Paper.
Locke, Peter R., and Steven C. Mann, 2005, Professional
trader discipline and trade disposition, Journal of
Financial Economics 76, 401-444.
Murase, A., 2001, Stock investment performance of main
investor groups in Japanese market, Review of Monetary
and Financial Studies, March.
Nofsinger, John R., and Richard W. Sias, 1999, Herding and
feedback trading by institutional and individual
investors, Journal of Finance 54, 2263-2295.
Odean, Terrance, 1998, Are investors reluctant to realize
their loses?, Journal of finance 53, 1775-1798.
Odean, Terrance, 1999, Do investors trade too much?,
American Economic Review 89, 1279-1298.
Shefrin, Hersh, and Meir Statman, 1985, The disposition to
sell winners too early and ride losers too long :
Theory and evidence, Journal of Finance 40, 777-790.
Statman, M., Steven Thorley, and Keith Vorkink, 2006,
Investor overconfidence and trading volume, Review of
Financial Studies 19, 1531-1565.
Wang, F. Albert, 2001, Overconfidence, investor sentiment
and evolution, Journal of Financial Intermediation 10,
138–170.
Wermers, R., 1999, Mutual fund herding and the impact on
stock prices, Journal of Finance 54, 581-622.