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    1. Ekonomi och Ledarskap
    2. Företagsekonomi
    3. Redovisning och finansiering
    4. Finansiering

    High-Frequency Trading

    A Practical Guide to Algorithmic Strategies and Trading Systems

    AvIrene Aldridge

    Inbunden, Engelska, 2013

    Del 604 i serien Wiley Trading

    611 kr

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    Beskrivning

    A fully revised second edition of the best guide to high-frequency trading High-frequency trading is a difficult, but profitable, endeavor that can generate stable profits in various market conditions. But solid footing in both the theory and practice of this discipline are essential to success. Whether you're an institutional investor seeking a better understanding of high-frequency operations or an individual investor looking for a new way to trade, this book has what you need to make the most of your time in today's dynamic markets.Building on the success of the original edition, the Second Edition of High-Frequency Trading incorporates the latest research and questions that have come to light since the publication of the first edition. It skillfully covers everything from new portfolio management techniques for high-frequency trading and the latest technological developments enabling HFT to updated risk management strategies and how to safeguard information and order flow in both dark and light markets. Includes numerous quantitative trading strategies and tools for building a high-frequency trading systemAddress the most essential aspects of high-frequency trading, from formulation of ideas to performance evaluationThe book also includes a companion Website where selected sample trading strategies can be downloaded and testedWritten by respected industry expert Irene AldridgeWhile interest in high-frequency trading continues to grow, little has been published to help investors understand and implement this approach—until now. This book has everything you need to gain a firm grip on how high-frequency trading works and what it takes to apply it to your everyday trading endeavors.

    Produktinformation

    • Utgivningsdatum:2013-05-17
    • Mått:185 x 262 x 28 mm
    • Vikt:736 g
    • Format:Inbunden
    • Språk:Engelska
    • Serie:Wiley Trading
    • Antal sidor:320
    • Upplaga:2
    • Förlag:John Wiley & Sons Inc
    • ISBN:9781118343500

    Utforska kategorier

    • Finansiering inom Ekonomi och Ledarskap

    Mer om författaren

    IRENE ALDRIDGE is an investment consultant, portfolio manager, a recognized expert on the subjects of quantitative investing and high-frequency trading, and a seasoned educator. She is currently Industry Professor at New York University, Department of Finance and Risk Engineering, Polytechnic Institute, as well as Managing Partner and Quantitative Portfolio Manager at Able Alpha Trading Ltd., an investment consulting firm and a proprietary trading vehicle specializing in quantitative and high-frequency trading strategies. Aldridge is also a founder of AbleMarkets.com, an online resource making the latest high-frequency research for institutional investors and broker-dealers. Aldridge holds an MBA from INSEAD, an MS in financial engineering from Columbia University, a BE in electric engineering from the Cooper Union in New York, and is in the process of completing her PhD at New York University. She is a frequent speaker at top industry events and a contributor to academic, practitioner, and mainstream media publications, including the Journal of Trading, Futures magazine, Reuters HedgeWorld, Advanced Trading, FX Week, FINalternatives, Dealing With Technology, and Huffington Post.

    Innehållsförteckning

    • Preface xiAcknowledgments xiiiChapter 1 How Modern Markets Differ from Those Past 1Media, Modern Markets, and HFT 6HFT as Evolution of Trading Methodology 7What Is High-Frequency Trading? 13What Do High-Frequency Traders Do? 15How Many High-Frequency Traders Are There? 17Major Players in the HFT Space 17Organization of This Book 18Summary 18End-of-Chapter Questions 19Chapter 2 Technological Innovations, Systems, and HFT 21A Brief History of Hardware 21Messaging 25Software 33Summary 35End-of-Chapter Questions 35Chapter 3 Market Microstructure, Orders, and Limit Order Books 37Types of Markets 37Limit Order Books 39Aggressive versus Passive Execution 43Complex Orders 44Trading Hours 45Modern Microstructure: Market Convergence and Divergence 46Fragmentation in Equities 46Fragmentation in Futures 50Fragmentation in Options 51Fragmentation in Forex 51Fragmentation in Fixed Income 51Fragmentation in Swaps 51Summary 52End-of-Chapter Questions 52Chapter 4 High-Frequency Data 53What Is High-Frequency Data? 53How Is High-Frequency Data Recorded? 54Properties of High-Frequency Data 56High-Frequency Data Are Voluminous 57High-Frequency Data Are Subject to the Bid-Ask Bounce 59High-Frequency Data Are Not Normal or Lognormal 62High-Frequency Data Are Irregularly Spaced in Time 62Most High-Frequency Data Do Not Contain Buy-and-Sell Identifiers 70Summary 73End-of-Chapter Questions 74Chapter 5 Trading Costs 75Overview of Execution Costs 75Transparent Execution Costs 76Implicit Execution Costs 78Background and Definitions 82Estimation of Market Impact 85Empirical Estimation of Permanent Market Impact 88Summary 96End-of-Chapter Questions 96Chapter 6 Performance and Capacity of High-Frequency Trading Strategies 97Principles of Performance Measurement 97Basic Performance Measures 98Comparative Ratios 106Performance Attribution 110Capacity Evaluation 112Alpha Decay 116Summary 116End-of-Chapter Questions 116Chapter 7 The Business of High-Frequency Trading 117Key Processes of HFT 117Financial Markets Suitable for HFT 121Economics of HFT 122Market Participants 129Summary 130End-of-Chapter Questions 130Chapter 8 Statistical Arbitrage Strategies 131Practical Applications of Statistical Arbitrage 133Summary 144End-of-Chapter Questions 144Chapter 9 Directional Trading Around Events 147Developing Directional Event-Based Strategies 148What Constitutes an Event? 149Forecasting Methodologies 150Tradable News 153Application of Event Arbitrage 155Summary 163End-of-Chapter Questions 163Chapter 10 Automated Market Making—Naïve Inventory Models 165Introduction 165Market Making: Key Principles 167Simulating a Market-Making Strategy 167Naïve Market-Making Strategies 168Market Making as a Service 173Profitable Market Making 176Summary 178End-of-Chapter Questions 178Chapter 11 Automated Market Making II 179What’s in the Data? 179Modeling Information in Order Flow 182Summary 193End-of-Chapter Questions 193Chapter 12 Additional HFT Strategies, Market Manipulation, and Market Crashes 195Latency Arbitrage 196Spread Scalping 197Rebate Capture 198Quote Matching 199Layering 200Ignition 201Pinging/Sniping/Sniffing/Phishing 201Quote Stuffing 201Spoofing 202Pump-and-Dump 202Machine Learning 207Summary 208End-of-Chapter Questions 208Chapter 13 Regulation 209Key Initiatives of Regulators Worldwide 209Summary 222End-of-Chapter Questions 223Chapter 14 Risk Management of HFT 225Measuring HFT Risk 225Summary 244End-of-Chapter Questions 244Chapter 15 Minimizing Market Impact 245Why Execution Algorithms? 245Order-Routing Algorithms 247Issues with Basic Models 258Advanced Models 262Practical Implementation of Optimal Execution Strategies 269Summary 269End-of-Chapter Questions 270Chapter 16 Implementation of HFT Systems 271Model Development Life Cycle 271System Implementation 273Testing Trading Systems 283Summary 286End-of-Chapter Questions 287About the Author 288About the Web Site 290References 291Index 303