研究生: |
楊育晟 Yang, Yu-Chen |
---|---|
論文名稱: |
損益情況對於當沖交易者持倉變動之影響 – 以臺灣期貨市場為例 The Influence of Day Trader's Profit Level to Their Position - Evidence from Taiwan Futures Market |
指導教授: |
蔡蒔銓
Tsai, Shih-Chuan 賴慧文 Lai, Whuei-Wen |
口試委員: | 蔡蒔銓 賴慧文 黃瑞卿 |
口試日期: | 2021/07/01 |
學位類別: |
碩士 Master |
系所名稱: |
管理研究所 Graduate Institute of Management |
論文出版年: | 2021 |
畢業學年度: | 109 |
語文別: | 中文 |
論文頁數: | 34 |
中文關鍵詞: | 當沖交易者 、處份效果 、過度自信 |
英文關鍵詞: | Day Trader, Disposition effect, Overconfidence |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202100748 |
論文種類: | 學術論文 |
相關次數: | 點閱:158 下載:0 |
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當沖交易向來視為活絡臺灣期貨市場的動能,本研究主要觀察臺股指數期貨當沖交易者損益狀況對於持倉變動之影響,過往研究多以日頻率為主,本研究則專注於觀察當沖交易者,並透過勾選當沖選項與否區分嚴格和一般當沖交易者,先前研究多採用實現利得合約和實現虧損合約比例之差作為處分效果量化變數,本研究則直接計算當沖交易者之損益狀況,並將其拆分持倉損益和當沖損益,藉以觀察臺指期當沖交易者是否存在處份效果、過度自信等現象。研究結果發現一般和嚴格當沖交易者皆存在處份效果,嚴格當沖交易者存在過度自信現象,一般當沖交易者則無。當沖損益為獲利時,嚴格當沖交易者建倉機率增加2.03%,因過去獲利經驗帶來自信從而增加交易,一般當沖交易者則減少0.95%建倉機率,傾向保有獲利,避免再建倉進入市場導致獲利回吐。
Day trading has accounted for the majority of trading volume in Taiwan futures market. This study primarily examined the influence of TXF day traders profit level to their positions. This study mainly focuses on intraday information rather than daily frequency like previous studies. We distinguished strict and normal day trader through whether pre-pronounce day trade action while placing order. Previous studies mostly used the ratio differences between contracts of realized gain and contracts of realized loss as the measurement of disposition effect. In this study, we directly calculated the profit and loss of day traders and categorized them into groups of inventory trade revenue and round-trip trade revenue, so as to examine disposition effect and overconfidence. The results showed that both normal and strict day traders did exhibit disposition effect, while strict day traders even showed overconfidence, in which the normal traders did not. When round-trip trade revenue resulted in a profit, the probability of building position by strict day traders increased by 2.03%, as their profit experiences bring more confidence to trade. As for the normal day traders, they reduced the probability of building position by 0.95%, with inclination to retain their current profit and avoid future loss by investing less in the market.
Barber, Brad, Yi-Tsung Lee, Yu-Jane Liu, and Terrance Odean, 2010, Do day traders rationally learn about their ability?, Working Paper (September), Graduate School of Business, Columbia University
Benos, A. V. (1998). Aggressiveness and survival of overconfident traders. Journal of Financial Markets, 1(3–4), 353–383.
Choe, H., & Eom, Y. (2009). The disposition effect and investment performance in the futures market. Journal of Futures Markets, 29(6), 496–522.
Chou, R. K., & Wang, Y.-Y. (2011). A test of the different implications of the overconfidence and disposition hypotheses. Journal of Banking & Finance, 35(8), 2037–2046.
Comerton-Forde, C., Hendershott, T., Jones, C. M., Moulton, P. C., & Seasholes, M. S. (2010). Time Variation in Liquidity: The Role of Market-Maker Inventories and Revenues. The Journal of Finance, 65(1), 295–331.
Garvey, R., & Murphy, A. (2004). Are Professional Traders Too Slow to Realize Their Losses? Financial Analysts Journal, 60(4), 35–43.
Gervais, S., & Odean, T. (2001). Learning to Be Overconfident. The Review of Financial Studies, 14(1), 27.
Glaser, M., & Weber, M. (2007). Overconfidence and trading volume. The Geneva Risk and Insurance Review, 32(1), 1–36.
Grinblatt, M., & Keloharju, M. (2009). Sensation Seeking, Overconfidence, and Trading Activity. The Journal of Finance, 64(2), 549–578.
Hendershott, Terrence and Mark S. Seasholes. 2007. Market Maker Inventories and Stock Prices. American Economic Review: Papers and Proceedings 97:210–214.
Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk.
Econometrica 47(2):263–291.
Kirilenko, A., Kyle, A. S., Samadi, M., & Tuzun, T. (2017). The Flash Crash: High-Frequency Trading in an Electronic Market: The Flash Crash. The Journal of Finance, 72(3), 967–998.
Kuo, W.-Y., & Lin, T.-C. (2013). Overconfident individual day traders: Evidence from the Taiwan futures market. Journal of Banking & Finance, 37(9), 3548–3561.
Li HC, Lin CH, Cheng TY, Lai S (2013) How different types of traders behave in the Taiwan futures market? Journal of Futures Markets, 33(12):1097–1117.
Liu, Y.-J., Tsai, C.-L., Wang, M.-C., & Zhu, N. (2010). Prior Consequences and Subsequent Risk Taking: New Field Evidence from the Taiwan Futures Exchange. Management Science, 56(4), 606–620.
Locke, P. R., & Mann, S. C. (2005). Professional trader discipline and trade disposition. Journal of Financial Economics, 76(2), 401–444.
Odean, T. (1998). Are Investors Reluctant to Realize Their Losses? The Journal of Finance, 53(5), 1775–1798.
Odean, T. (1998). Volume, Volatility, Price, and Profit When All Traders Are Above Average. The Journal of Finance, 53(6), 1887–1934.
Shefrin H, Statman M (1985) The disposition to sell winners too early and ride losers too long: Theory and evidence. The Journal of Finance, 40(3):777–790
Shumway, T., Wu, G.: Does Disposition Drive Momentum? SSRN Electronic Journal (May), 713–743 (2005)
Sofianos, G. (1998). Specialist Gross Trading Revenues at the New York Stock Exchange, Social Science Research Network.
Tsai, S.-C., & Huang, S.-S. (2021). The Price Discovery Role of Day Traders in Futures Market. Working Paper.