研究生: |
劉政憲 Cheng-Hsien Liu |
---|---|
論文名稱: |
一目均衡表交易策略研究-以台灣 50 指數成分股為例 An Analysis of Ichimoku Trading Strategy-Taking Component Stocks from Taiwan 50 Index |
指導教授: |
陳俊男
Chun-Nan Chen |
口試委員: |
謝劍平
Joseph C.P. Shieh 鄭仁偉 Jen-Wei Cheng 林軒竹 Hsuan-Chu Lin |
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: | 2023 |
畢業學年度: | 111 |
語文別: | 中文 |
論文頁數: | 49 |
中文關鍵詞: | 一目均衡表 、交易策略 、技術分析 |
外文關鍵詞: | Ichimoku, Trading Strategy, Technical Analysis |
相關次數: | 點閱:140 下載:3 |
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近年來隨著科技的發展與金融市場的開放,越來越多人開始參與交易投資,特別是在COVID-19期間,由於全球經濟不穩定和股市波動較大,許多人轉向投資股票市場,台灣股市交易量更是創下歷史新高。在這樣的背景下,如何制定一個有效的交易策略,成為投資者關注的重要議題。
一目均衡表是一種被廣泛運用於金融市場的技術分析方法,可以幫助投資者判斷股價趨勢、支撐位和壓力位,從而制定交易策略。本研究利用一目均衡表制定了交易策略並進行模擬交易,採用統計方法檢驗該策略是否能獲得超額報酬,打敗買進持有台灣50的交易策略。本研究以台灣50成分股作為樣本,蒐集了自2020年12月15日至2022年12月30日的數據。研究結果如下:運用遲行線的一目均衡表交易策略以及加入價格緩衝帶機制後的調整後策略,皆能在統計上顯著產生超額報酬,顯示一目均衡表交易策略在台灣股票市場上是有效的。此外,當調整後策略在價格緩衝帶5%至10%時,可以進一步提升交易績效,其報酬率在統計上顯著優於原始策略。
In recent years, with the development of technology and the opening of financial markets, more and more people have started to participate in trading and investment, especially during the COVID-19 pandemic. Due to global economic instability and stock market volatility, many people have turned to investment in stock market, and the trading volume in the Taiwan stock market has reached a historical high. In this context, how to develop an effective trading strategy has become an important issue for investors.
The Ichimoku Cloud, a widely-used technical analysis method in financial markets, can assist investors in determining stock price trends, support and resistance levels, and thus formulate trading strategies. This study used the Ichimoku Cloud to develop a trading strategy and conducted simulated trades. Statistical methods were used to examine whether the strategy could achieve excess returns and outperform the buy-and-hold Taiwan 50 trading strategy. This study collected data on component stocks from the Taiwan 50 index from December 15, 2020, to December 30, 2022. The results showed that the Ichimoku trading strategy using the Chinkou Span and the adjusted strategy with a price buffer mechanism could both significantly produce excess returns statistically, demonstrating the effectiveness of the Ichimoku trading strategy in the Taiwan stock market. Furthermore, when the adjusted strategy had a price buffer of 5% to 10%, it could further improve trading performance, and its return on investment was statistically significantly better than the original strategy.
1.Che-Ngoc, H., Do-Thi, N., & Nguyen-Trang, T. (2022). Profitability of Ichimoku-based trading rule in Vietnam stock market in the context of the COVID-19 outbreak. Computational Economics, 1-19.
2.Deng, S., Yu, H., Wei, C., Yang, T., & Tatsuro, S. (2021). The profitability of Ichimoku Kinkohyo based trading rules in stock markets and FX markets. International Journal of Finance & Economics, 26(4), 5321-5336.
3.Elliott, N. (2007). Ichimoku charts: An introduction to Ichimoku kinko clouds. Harriman House Limited.
4.Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The journal of Finance, 25(2), 383-417.
5.Gurrib, I., Kamalov, F., & Elshareif, E. E. (2020). Can the leading US energy stock prices be predicted using Ichimoku clouds?. Gurrib, I, 41-51.
6.Jensen, M. C. (1978). Some anomalous evidence regarding market efficiency. Journal of financial economics, 6(2/3), 95-101.
7.Linton, D. (2010). Cloud Charts. Updata, London.
8.Muranaka, K. (2000). Ichimoku charts. Technical analysis of stocks and commodities-magazine edition-, 18(10), 22-31.
9.Murphy, K. J. (1999). Executive compensation. Handbook of labor economics, 3, 2485-2563.
10.Park, C. H., & Irwin, S. H. (2004). The profitability of technical analysis: A review.
11.Shawn, L., Yanyali, S., & Savidge, J. (2016). Do Ichimoku cloud charts work and do they work better in Japan?. International Federation of Technical Analysts Journal.
12.Yee, L. L., Mei, H. L., & Isharuddin, L. (2021). Ichimoku cloud and japanese candlestick prediction combination pattern approached: The case study of malaysia stock market. Multidisciplinary Applied Research and Innovation, 2(2), 190-196.
13.許芷寧(2021)。一目均衡交易策略在台灣上市公司投資績效之研究,輔仁大學金融與國際企業學系金融碩士班碩士論文。
14.黃莉婷(2015)。一目均衡表交易策略應用於台灣股市之實證研究,國立政治大學國際經營與貿易研究所碩士論文。
15.詹智皓(2013)。一目均衡表在外匯市場的應用─以歐元、澳幣為例,國立高雄應用科技大學金融資訊研究所碩士論文。
16.熊佑恩(2021)。布林通道結合籌碼指標交易策略研究 ─以台灣50指數成分股為例,國立臺灣科技大學財務金融研究所碩士論文。