系統識別號 | U0002-2208202318480100 |
---|---|
DOI | 10.6846/tku202300597 |
論文名稱(中文) | 虛擬貨幣之差價合約應用-三種交易策略比較 |
論文名稱(英文) | The Application of Cryptocurrency CFD - Three Trading Strategies Comparison |
第三語言論文名稱 | |
校院名稱 | 淡江大學 |
系所名稱(中文) | 財務金融學系碩士班 |
系所名稱(英文) | Department of Banking and Finance |
外國學位學校名稱 | |
外國學位學院名稱 | |
外國學位研究所名稱 | |
學年度 | 111 |
學期 | 2 |
出版年 | 112 |
研究生(中文) | 林其樂 |
研究生(英文) | Chile Lin |
ORCID | 0009-0002-4992-5824 |
學號 | 610530585 |
學位類別 | 碩士 |
語言別 | 繁體中文 |
第二語言別 | |
口試日期 | 2023-06-05 |
論文頁數 | 27頁 |
口試委員 |
口試委員
-
鄭宏文(hwcheng@scu.edu.tw)
口試委員 - 聶瑋瑩(nwy@ulive.pccu.edu.tw) 指導教授 - 張瑄凌( 157500@mail.tku.edu.tw) 口試委員 - 張瑄凌( 157500@mail.tku.edu.tw) |
關鍵字(中) |
CFD 差價合約 交易策略 虛擬貨幣 |
關鍵字(英) |
Crypto Currency CFDs MetaTrader5 Strategy Backtesting |
第三語言關鍵字 | |
學科別分類 | |
中文摘要 |
本論文探討以虛擬貨幣為價格追蹤標的的差價合約(Contract for Difference, 簡稱(CFD)以傳統股市常見交易策略進行交易時所產生的可能變化與結果, 分別從資金最大回落狀況、獲利與虧損、期望值與風險報酬比率等指標來 評估交易策略的績效,進一步掌握交易策略特性,文中分別探討三種交易 策略,分別為海龜交易系統、馬丁格爾加碼法為策略交易系統以及逆勢布 林通道交易系統。比較這三個交易系統在 MetaTrader5(MT5)軟體回測加密 貨幣差價合約、指數差價合約時資金的損益狀況,並以這三種策略回測後 的結果來探討交易策略選擇的要素以及如何影響到績效,實證發現海龜交 易策略是三種交易策略中獲利金額最高之交易策略,卻也是資金虧損金額 最大的策略,評估是與該策略的交易頻率及移動停利的設計有關,此外也 發現到 BTCUSD 的標準差高達平均值的 155 倍之多,對順勢交易策略十分 有利。 |
英文摘要 |
This paper discusses the possible changes and results of CFDs (Contract for Difference, referred to as (CFD)) that use virtual currency as the price tracking target to trade with common trading strategies in the traditional stock market. , Expected value and risk-reward ratio and other indicators to evaluate the performance of the trading strategy, and further grasp the characteristics of the trading strategy. This article discusses three trading strategies, namely the turtle trading system, the martingale method as a strategy trading system, and the counter-trend Bollinger Channel Trading system. Compare the profit and loss status of these three trading systems when MetaTrader5 (MT5) software backtests cryptocurrency CFDs and index CFDs, and uses the results of these three strategies to discuss the elements of trading strategy selection and How to affect the performance, empirically found that the turtle trading strategy is the trading strategy with the highest profit amount among the three trading strategies, but it is also the strategy with the largest amount of capital loss. The evaluation is related to the trading frequency of the strategy and the design of the mobile stop profit. In addition It is also found that the standard deviation of BTCUSD is as high as 155 times the average value, which is very beneficial to the homeopathic trading strategy. |
第三語言摘要 | |
論文目次 |
目錄 第一章 緒論 1 第一節 研究目的與動機 1 第二節 研究流程 3 第二章 文獻探討 5 第一節 虛擬貨幣 5 第二節 交易策略 6 第三節 差價合約 8 第三章 研究方法與資料 9 第一節 研究架構 9 第二節 研究變數與定義 9 第四章 實證結果 15 第五章 結論與建議 17 第一節 結論 17 第二節 建議 18 表1 BTCUSD 、SPX 敘述統計量(至 2014.04.19 至 2021.12.31) 19 表2 BTCUSD、ETHUSD、SPX敘述統計量(至 2017.04.20 至 2021.12.31) 19 表3 BTCUSD回測數據(由 2014.04.19 為測到 2021.12.31) 20 表4 SPX回測數據(由 2014.04.19 回測到 2021.12.31) 21 表5 BTCUSD回測數據(由 2017.04.20 回測到 2021.12.31) 22 表6 SPX回測數據(由 2017.04.20 回測到 2021.12.31) 23 表7 ETHUSD回測數據(由 2017.04.20 回測到 2021.12.31) 24 參考文獻 25 一 、中文參考文獻 26 二 、英文參考文獻 27 |
參考文獻 |
參考文獻 一、中文參考文獻: 1.呂知縈,(2016),「順勢加碼與部位縮放研究」,期貨市場透視,第 95 期。 2.林琮荏,(2012),「三關價與逆勢操作系統在台指期當日沖銷之績效: Multicharts 程式之應用」,風險管理與保險學報,第 15 卷第 2 期。 3.俞權峯,(2016),「順勢交易獲利原因與厚尾現象之研究」,管理科學學 報,第 33 卷第 2 期。 4.郭超,(2017),「改進的海龜交易策略及其實證分析」,金融市場與管理, 第 29 卷第 2 期。 5.許頡益,(2011),「系統交易策略於臺灣指數期貨之實證研究」,證券市 場發展季刊,第 23 卷第 2 期。 6.陳宥均,(2019),「加密貨幣是一個泡沫嗎?」,貨幣觀測與信用評等, 第 135 期。 7.黃惠晨,(2021),「海龜投資策略應用於台股指數期貨之研究」,投資管 理評論,第 18 卷第 2 期。 8.董寶蘭,(2010),「程式交易策略實證研究-以投資 ETF0050 為例」,證 券市場發展季刊,第 22 卷第 4 期。 9.鄭卉妤,(2022),「區塊鏈應用與以太幣的過去現在未來」,金融刊物, 第 45 期。 - 28 - 10.劉錦龍,(2018),「加密貨幣的現況與展望」,華泰證券研究報告,第 58 期。 二、英文參考文獻 1.Allayannis, G. & Ofek, E,(2001), Exchange rate exposure, hedging, and the use of foreign currency derivatives. Journal of International Money and Finance, 20(2) 273-296. 2.Ante, L,(2022), The non-fungible token (NFT) market and its relationship with Bitcoin and Ethereum. FinTech, 1(3) 216-224. 3.Barnes, P,(2018), Recent developments in investment fraud and scams: Contracts for Difference (‘CFD’) spread betting and binary options and foreign exchange (‘Forex’) sometimes collectively known as ‘forbin’–the UK experience. 4.Brady & Ramyar, (2006), White Paper on spread betting. Lond. Cass Bus. Sch. 5.Brown, C.,Dark,J.,& Davis,K,(2010), Exchange traded contracts for difference: Design, pricing, and effects. Journal of Futures Markets, 30(12), 1108-1149. 6.Chan,K.C,(1988), On the contrarian investment strategy. Journal of Business, 147-163 7.Ekman, N.I.L.S,(2019), An Empirical Analysis of the Profitability of Technical Analysis Across Global Markets. 8.Ekman,N.I.L.S.& Schipor, G,(2019), Risks and Opportunities in the Cryptocurrency Market. Ovidius University. 9.Feinstein, B.D.& Werbach, K,(2021), The impact of cryptocurrency regulation on trading markets. Journal of Financial Regulation,7(1), 48-99. - 29 - 10.Ghosh,A.,Gupta,S.,Dua,A.,& Kumar, N,(2020), Security of Cryptocurrencies in blockchain technology: State-of-art, challenges and future prospects. Journal of Network and Computer Applications, 163, 102635. 11.Hřebačka, V, (2022),The impact of provider-specific factors on the profitability of contract for difference traders. Finance Research Letters, ,45, 102201. 12.Johnson,R,(2020), CFD Trading and the Spread Betting Industry. Journal of Ekonomiczne, (204) , 59-79 13.Ruhi Taş and Tanrıöver,Ö.Ö,(2019), Building a decentralized application on the Ethereum blockchain. In 2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (pp. 1-4). IEEE. 14.Sebastião,H.M.C.V.,DaCunha,P.J.O.R.,&Godinho,(2021),Cryptocurrencies and blockchain.Overview and future perspectives. International Journal of Economics and Business Research, 21(3) , 305-342. 15.Tanković,J.,Marković,I.,& Stojanović,(2015),Use technical analysis and predictive models to optimize investment strategies in emerging markets. Procedia Economics and Finance,19,51-62。 16.Vigna,P.& Casey,M.J,(2015), The age of cryptocurrency: How Bitcoin and digital money are challenging the global economic order. 17.Vora,G,(2015),Cryptocurrencies: Are disruptive financial innovations here?. Modern Economy, 6(07) , 816. 18.Zembura,(2023),Forex market as the best possible way of investing money during an economic boom and recession. Financial Internet Quarterly, 19(1) , 8-20 |
論文全文使用權限 |
如有問題,歡迎洽詢!
圖書館數位資訊組 (02)2621-5656 轉 2487 或 來信