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博碩士論文 etd-0603114-124015 詳細資訊
Title page for etd-0603114-124015
論文名稱
Title
高頻交易欺騙策略、績效和個股波動性
HFT spoofing strategy 、performance and stock volatility
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
65
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2013-07-08
繳交日期
Date of Submission
2014-07-03
關鍵字
Keywords
個股波動性、績效表現、欺騙策略、高頻交易
Stock volatility, Performance, Spoofing Strategy, High Frequency Trading
統計
Statistics
本論文已被瀏覽 5873 次,被下載 170
The thesis/dissertation has been browsed 5873 times, has been downloaded 170 times.
中文摘要
本文運用2007年和2008年帶有投資者id的詳細台灣證劵交易資料,實證分析了建立在微結構揭示機制上的高頻交易欺騙策略,此策略通過讓低成交可能性的大型消極委託單揭示在五檔委託之上,製造出五檔委託失衡之假像,從而欺騙和誤導一般投資者提前交易,自身則在反向交易,降低交易成本。
研究發現高頻交易欺騙策略在台灣被經常使用,其中一個高頻交易者更是平均每天在69只個股上使用欺騙策略。為有欺騙之效果,高頻交易者所下之虛假委託單的價格平均處於第三檔與第四檔之間,被揭示但成交可能性極低,策略的平均實施時間將近當日個股交易時間的1/3.通過大型消極委託,高頻交易者可以製造嚴重的五檔委託失衡假象,明顯降低了五檔揭示制度的有效性。通過相對績效分析,高頻交易欺騙策略的確可以降低交易成本,實現相對獲利,且其在買時的欺騙效果比賣出時的好。最後通過兩階段GMM,我們發現高頻交易欺騙策略會提高個股波動性,消極大單為賣的時候,欺騙策略對個股波動性的影響更大;波動性越高,欺騙策略交易量越大,虛假委託越小。
Abstract
I analysis a spoofing strategy in which high frequency trading spoof and mislead the investors through placing large orders with little chance of being executed to cause an order imbalance. And at the same time high frequency trading trade opposite with less transaction cost.
Using the complete intraday order and trade data of the Taiwan Exchange in a custom data set identifying individual accounts, I find that spoofing strategy is used often especially a dealer(Proprietary trader) use it sixty-nine times each day. To spoof and mislead the other traders ,high frequency trading place orders between the best third and fourth bid/ask which are little chance of being executed but will be disclosed in the order book .With the large negative orders, high frequency trading sometimes can cause a serious order imbalance which reduce the effectiveness of the order-disclosure rule obviously. What’s more, with the use of spoofing strategy, high frequency trading can achieve substantial extra profits and increase the intraday stock volatility.
目次 Table of Contents
目錄
學位論文審定書 i
誌謝辭 ii
摘要 iii
Abstract iv
圖次 vi
表次 vii
第一章 緒論 1
第一節 研究背景 1
第二節 研究動機 2
第三節 研究目的 3
第四節 研究流程 5
第五節 研究貢獻 7
第二章 文獻探討 9
第一節 高頻交易之定義 9
一、 識別高頻交易 9
二、 高頻交易分類 9
第二節 高頻交易之策略 12
一、 高頻交易策略分類 12
二、 高頻交易策略與市場公平性 14
三、 高頻交易與個股波動性 17
第三章 高頻交易欺騙策略介紹 19
第四章 研究方法 21
第一節 高頻交易定義 21
第二節 高頻交易欺騙策略定義 22
第三節 高頻交易欺騙策略績效 23
第四節 高頻交易欺騙策略與波動性之互動影響 26
第五章 樣本選取與敘述統計 28
第一節 資料選取範圍及說明 28
第二節 敘述性統計 28
一、 高頻定義變數敘述統計 28
二、 高頻交易欺騙策略變數敘述統計 29
三、 高頻交易欺騙策略績效敘述統計 39
第六章 實證結果 43
第七章 結論 47
參考文獻 49
附錄 53
參考文獻 References
參考文獻
一、 英文部分
Securities and Exhange Commission,2010,Concept Release on Equity Market
The International Organization of Securities Commissions ,2011, Regulatory Issues Raised by the Impact of Technological Changes on Market Integrity and Efficiency
Investment Industry Regulatory Organization Of Canada,2012, Proposed Guidance on Certain Manipulative and Deceptive Trading Practices
Durbin, M., (2010), All about high-frequency trading. New York, NY: McGraw-Hill.
Kyong Shik Eom,Eun Jung Lee,Kyung Suh Park, (2009),"Microstructure-Based Manipulation: Strategic Behavior and Performance of Spoofing Traders",working paper
James J. Angel,Douglas McCabe, (2010) "Fairness in Financial Markets: The Case of High Frequency Trading", Working Paper Series
Fredrik Henrikson, (2011) "Characteristics of High-Frequency Trading", Royal Institute of Technology, Sweden, Working Thesis
Jonathan A. Brogaard, (2011)ʺHigh Frequency trading and Volatilityʺ, Working Paper Series
X. Frank Zhang, (2010) "High-Frequency Trading, Stock Volatility, and Price Discovery", Working Paper Series
Victor H. Martinez,Ioanid Ro, (2012) "High Frequency Traders, News and Volatility", Working Paper Series
Jarrow and Protter, (2011) "A Dysfunctional Role of High Frequency Trading in Electronic Markets", Johnson School Research Paper Series No. 08-2011
Jonathan Brogaard, Terrence Hendershott , Ryan Riordan,(2011)"High frequency trading and price discovery", Working Paper Series
The Robin Hood Tax Campaign(2011),"Financial Crisis 2: The Rise of the Machines",White Paper(HFT REVIEWS)
The Future of Computer Trading in Financial Markets - Foresight(2011),"Leverage, Forced Asset Sales, andMarket Stability: Lessons from Past Market Crises and the Flash Crash"
Bjorn Hagstromer, Lars Norden, (2012), "The Diversity of High Frequency Traders", Working Paper Series
Aldridge, I., (2010), High-frequency trading: A practical guide to algorithmic strategies and trading systems. Hoboken, N.J. Wiley.
Brogaard, J.,(2010), High Frequency Trading and its Impact on Market Quality. Working paper.
Arnuk, S., & Saluzzi, J., (2009), Latency Arbitrage: The Real Power Behind Predatory High Frequency Trading. A Themis Trading LLC White Paper
Biais, B., Foucault T., & Moinas, S., (2010), Equilibrium Algorithmic Trading. Working paper.
Cartea, Á., & Penalva, J., (2011), Where is the Value in High Frequency Trading?. Working paper.
Castura, J., Litzenberger, R., Gorelick, R., & Dwivedi, Y., (2010), Market Efficiency and Microstructure Evolution in U.S. Equity Markets: A High-Frequency Perspective. RGM Advisors, LLC.
Chaboud, A., Chiquoine, B., Hjalmarsson, E., & Vega, C., (2009), Rise of the machines: Algorithmic trading in the foreign exchange market. Working paper.
Chordia, T., Roll, R., & Subrahmanyam, A., (2011), Recent trends in trading activity and market quality. Journal of Financial Economics 101, 243-263.
CIBC, (2009), High Frequency Trading: A Canadian Perspective. WhitePaper.
CME Group, (2010), Algorithmic trading and market dynamics.
Easley, D.,López de Prado and M. O’Hara. (2010), The Microstructure of the‘Flash Crash’: Flow Toxicity, Liquidity Crashes and the Probability of InformedTrading, The Journal of Portfolio Management, Vol. 37, No. 2,118-128.
Easley, D., López de Prado and M. O’Hara. (2010), Flow Toxicity and Liquidity in a High Frequency World, Working paper.
Esser, A., & Monch, B., (2007), The Navigation of an Iceberg:The Optimal Use of Hidden Orders. Finance Research Letters 4, 68-81.
Frey, S., & Sandas, P.,(2008), Iceberg Orders and Compensation for Liquidity Provision. Working paper.
Groth, S. S., (2009), Further evidence on Technology and liquidity provision: The blurring of Tradition Definitions. Working paper.
Gsell, M., & Gomber, P., (2008), Algorithmic trading versus human traders—Do they behave different in securities markets?. Working paper.
Harris, L., Sofiano, G., & Shapiro J. E., (1994), Program Trading and Intraday Volatility. The Review of Financial Studies 7,653-685.
Hasbrouck, J., (1996), Order Characteristics and Stock Price Evolution: Program Trading on the NYSE. Journal of Financial Economics 41,129-149.
Hasbrouck, J., & Saar, G., (2009), Technology and liquidity provision: The blurring of traditional definitions. Journal of Financial Markets 12,143-172.
Hasbrouck, J., & Saar, G., (2011), Low Latency Trading. Working paper.
Hendershott, T., & Moulton, P. C.,(2011), Automation, speed, and stock market quality: The NYSE's Hybrid. Journal of Financial Markets 14,568-604.
Hendershott, T., & Riordan, R., (2009), Algorithmic trading and information,Working paper.
Hendershott, T., Jones, C. M., & Menkveld, A. J., (2011), Does algorithmic trading improve liquidity?. Journal of Finance 66, 1-33.
Jarnecic, E., & Snape, M., (2010), An analysis of trades by high frequency participants on the London Stock Exchange. Working paper.
Jovanovic, B., & Menkveld, A. J., (2010), Middlemen in limit-order markets. Working paper.
Kirilenko, A., Samadi, M., Kyle, A. S., & Tuzun, T., (2011), The Flash Crash: The Impact of High Frequency Trading on an Electronic Market. Working paper.
Menkveld, A. J., (2011), High Frequency Trading and The New-Market Makers. Working paper.
Working paper.
Prix, J., Loistl, O., & Huetl, M. (2007), Algorithmic Trading Patterns in Xetra Orders. The European Journal of Finance 13, 717-739.
Rosenblatt Securities Inc., (2009), Market Structure Analysis & Trading Strategy An In-Depth Look at High-Frequency Trading
U.S. CFTC., & U.S. SEC.,(2010), Findings regarding the market events of May 6. Report of the Staffs of the CFTC and SEC to the Joint Advisory Committee on Regulatory Issues.

二、 中文部分
姜林杰祐 ,2012, 程式交易方法與實務應用 新陸書局
黃宏瑞 ,2012 ,淺談高頻交易之發展與近況
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