Download or read book High Frequency Trading and Price Jumps in the Stock Market written by Thibaut Moyaert and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper, we investigate liquidity supply and demand around price jumps in a pure order driven stock market using a detailed tick frequency data set on the Euronext 100 index. The advantage of this database is to allow us to disentangle two major evolutions in European financial markets: the emergence of high frequency trading and the implementation of multilateral trading facilities. We generate average 2-minute trading volume interval and assess liquidity dynamics through an extensive set of order book-based measures (liquidity supply) and trade-based measures (liquidity demand). Furthermore, we also consider order submission dynamics and investor types activity around price jumps. We find the origin of market disruptions lies in a low liquidity supply while at the opposite liquidity demand slows down. All our results suggest a higher involvement of high frequency trading activity in the market around price jumps. To emphasize our findings, we conduct bidirectional Granger causality tests that support our results.

Download or read book The Problem of HFT written by Haim Bodek and published by Createspace Independent Publishing Platform. This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the problem of high frequency trading (HFT) as well as the need for US stock market reform. This collection of previously published and unpublished materials includes the following articles and white papers: The Problem of HFT HFT Scalping Strategies Why HFTs Have an Advantage Electronic Liquidity Strategy HFT - A Systemic Issue Reforming the National Market System NZZ Interview with Haim Bodek TradeTech Interview with Haim Bodek "Modern HFT wasn't a paradigm shift because its innovations brought new efficiencies into the marketplace. HFT was a paradigm shift because its innovations proved that anti-competitive barriers to entry could be erected in the market structure itself to preference one class of market participant above all others"

Download or read book Handbook of High Frequency Trading written by Greg N. Gregoriou and published by Academic Press. This book was released on 2015-02-05 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive examination of high frequency trading looks beyond mathematical models, which are the subject of most HFT books, to the mechanics of the marketplace. In 25 chapters, researchers probe the intricate nature of high frequency market dynamics, market structure, back-office processes, and regulation. They look deeply into computing infrastructure, describing data sources, formats, and required processing rates as well as software architecture and current technologies. They also create contexts, explaining the historical rise of automated trading systems, corresponding technological advances in hardware and software, and the evolution of the trading landscape. Developed for students and professionals who want more than discussions on the econometrics of the modelling process, The Handbook of High Frequency Trading explains the entirety of this controversial trading strategy. Answers all questions about high frequency trading without being limited to mathematical modelling Illuminates market dynamics, processes, and regulations Explains how high frequency trading evolved and predicts its future developments

Download or read book Market Microstructure written by Frédéric Abergel and published by John Wiley & Sons. This book was released on 2012-04-03 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest cutting-edge research on market microstructure Based on the December 2010 conference on market microstructure, organized with the help of the Institut Louis Bachelier, this guide brings together the leading thinkers to discuss this important field of modern finance. It provides readers with vital insight on the origin of the well-known anomalous "stylized facts" in financial prices series, namely heavy tails, volatility, and clustering, and illustrates their impact on the organization of markets, execution costs, price impact, organization liquidity in electronic markets, and other issues raised by high-frequency trading. World-class contributors cover topics including analysis of high-frequency data, statistics of high-frequency data, market impact, and optimal trading. This is a must-have guide for practitioners and academics in quantitative finance.

Download or read book High Frequency Trading Economic Necessity Or Threat to the Economy written by Stefan Höppel and published by Anchor Academic Publishing (aap_verlag). This book was released on 2014-03-13 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last four decades, technological progress led to an electrification of stock tra-ding systems. It was realized that the profitability of trading strategies could be increased by employing computer algorithms to trade autonomously. This led to the implementation of High Frequency Trading (HFT). Theoretically HFT should increase efficiency in financial markets but it seems that, at least under certain circumstances, it causes market instability. The aim of this paper is to discuss the effect of HFT on market quality and why HFT cannot be fully explained by the neoclassical theory of economics. Therefore, the controversial positions in literature will be presented and discussed. It is especially referred to the influence of HFT on liquidity, price discovery and volatility. Primarily, its negative effect on volatility seems to contravene the modern finance. Furthermore, in the course of this work it will be illustrated that, by employing strict regulation of financial markets, this negative impact cannot be reduced to a suf-ficient extent in order for HFT to be characterized as market optimizing, accor-ding to the neoclassical theory of economics."

Download or read book High Frequency Trading Models Website written by Gewei Ye and published by Yeswici LLC. This book was released on 2011 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: High frequency trading has swept Wall Street in the past year, creating stunning profits for top tier banks and specialized trading firms. Given the success, many hedge funds and other types of trading firms are implementing or expanding high frequency strategies. As competition increases, existing strategies will become less profitable and new high-frequency strategies will be developed. In High Frequency Trading Models + Website, Dr. Gewei Ye describes the technology, architecture, and algorithms underlying current high frequency trading models, such as rebate trading, arbitrage, flash trading, and other types of trading, which exploit order flow imbalances and temporary pricing inefficiencies. He explains how to develop a HFT trading system and introduces his own system for building high frequency strategies based on behavioral algorithms. Finally, he discusses how to improve current institutional HFT strategies and suggests directions for new strategies.

Download or read book All About High Frequency Trading written by Michael Durbin and published by McGraw Hill Professional. This book was released on 2010-07-16 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: A DETAILED PRIMER ON TODAY'S MOST SOPHISTICATED AND CONTROVERSIAL TRADING TECHNIQUE Unfair . . . brilliant . . . illegal . . . inevitable. High-frequency trading has been described in many different ways, but one thing is for sure--it has transformed investing as we know it. All About High-Frequency Trading examines the practice of deploying advanced computer algorithms to read and interpret market activity, make trades, and pull in huge profi ts—all within milliseconds. Whatever your level of investing expertise, you'll gain valuable insight from All About High-Frequency Trading's sober, objective explanations of: The markets in which high-frequency traders operate How high-frequency traders profi t from mispriced securities Statistical and algorithmic strategies used by high-frequency traders Technology and techniques for building a high-frequency trading system The ongoing debate over the benefi ts, risks, and ever-evolving future of high-frequency trading

Download or read book Broken Markets written by Saleem Arnuk and published by FT Press. This book was released on 2012 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: The markets have evolved at breakneck speed during the past decade, and change has accelerated dramatically since 2007's disastrous regulatory "reforms." An unrelenting focus on technology, hyper-short-term trading, speed, and volume has eclipsed sanity: markets have been hijacked by high-powered interests at the expense of investors and the entire capital-raising process. A small consortium of players is making billions by skimming and scalping unaware investors -- and, in so doing, they've transformed our markets from the world's envy into a barren wasteland of terror. Since these events began, Themis Trading's Joe Saluzzi and Sal Arnuk have offered an unwavering voice of reasoned dissent. Their small brokerage has stood up against the hijackers in every venue: their daily writings are now followed by investors, regulators, the media, and "Main Street" investors worldwide. Saluzzi and Arnuk don't take prisoners! Now, in "Broken Markets," they explain how all this happened, who did it, what it means, and what's coming next. You'll understand the true implications of events ranging from the crash of 1987 to the "Flash Crash" -- and discover what it all means to you and your future. Warning: you will get angry (if you aren't already). But you'll know exactly "why" you're angry, "who" you're angry at, and "what" needs to be done!

Download or read book High Frequency Trading written by Irene Aldridge and published by John Wiley & Sons. This book was released on 2013-04-22 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 system Address the most essential aspects of high-frequency trading, from formulation of ideas to performance evaluation The book also includes a companion Website where selected sample trading strategies can be downloaded and tested Written by respected industry expert Irene Aldridge While 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.

Download or read book Detecting and Forecasting High Frequency Price Jumps in the Stock Market written by Thibaut Moyaert and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper, we investigate some predictable patterns in high frequency price jumps using trades, orders and quotes data on the Euronext 100 Index. A fixed volume chart allows us to control for trading volume effects and avoid non trading issues at high frequency aggregation. We detect jumps through four different methods that encompass constant volatility, time-varying volatility and periodicity. Our forecasting model is a logistic model adjusted to rare events. At an average 2-minute trading volume frequency, we find that price jumps are mainly driven by liquidity gaps in the order book. The origin of those gaps is still an open question. They may be due to order cancellations or to a low resiliency of the stock market. Our results suggest that market participants could take advantage of some predictable patterns in price jumps in order to enhance their hedging or investment strategies.

Download or read book Dark Pools and High Frequency Trading For Dummies written by Jay Vaananen and published by John Wiley & Sons. This book was released on 2015-02-23 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: A plain English guide to high frequency trading and off-exchange trading practices In Dark Pools & High Frequency Trading For Dummies, senior private banker Jukka Vaananen has created an indispensable and friendly guide to what really goes on inside dark pools, what rewards you can reap as an investor and how wider stock markets and pricing may be affected by dark pools. Written with the classic For Dummies style that has become a hallmark of the brand, Vaananen makes this complex material easy to understand with an insider's look into the topic. The book takes a detailed look at the pros and the cons of trading in dark pools, and how this type of trading differs from more traditional routes. It also examines how dark pools are currently regulated, and how the regulatory landscape may be changing. Learn what types of dark pools exist, and how a typical transaction works Discover the rules and regulations for dark pools, and some of the downsides to trading Explore how dark pools can benefit investors and banks, and who can trade in them Recognize the ins and outs of automated and high frequency trading Because dark pools allow companies to trade stocks anonymously and away from the public exchange, they are not subject to the peaks and troughs of the stock market, and have only recently begun to take off in a big way. Written with investors and finance students in mind, Dark Pools & High Frequency Trading For Dummies is the ultimate reference guide for anyone looking to understand dark pools and dark liquidity, including the different order types and key HFT strategies.

Download or read book High Frequency Trading Its effects on stock markets and how to control them written by Sebastian Moritz and published by GRIN Verlag. This book was released on 2018-04-23 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2018 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 1.0, University of Applied Sciences Wernigerode, language: English, abstract: This paper is discussing positive and negative aspects of so-called high-frequency trading activities on global stock markets. Further, a recommendation on how to improve the current status quo will be provided.

Download or read book High Frequency Trading and Dark Pools The Complexity of Financial Markets written by William Troyaux and published by Publishroom. This book was released on 2023-07-04 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: You will find in this book exclusive interviews of renowned specialists about market microstructure and high-frequency trading strategies on lit markets and Dark Pools. This book was developed following extensive research to democratize as many aspects as possible on US and European market microstructure, high-frequency trading strategies and Dark Pools. Today, financial markets have become extremely complex. Market automation and new regulations have encouraged the emergence of new market players: high-frequency traders. These new players hold intraday positions. They deploy their specific orders and arbitrage strategies across multiple markets at close to the speed of light to get the best prices and to trade ahead of other market participants. Dark Pools, whose operations are also difficult to understand for most professionals, have been created, adding complexity to financial markets. Dark Pools seems a little bit scary. However, we will see that Dark Pools are advantageous in terms of price compared to regulated markets. “Fantastic job explaining some tough to understand topics.” – Joe Saluzzi, Partner and co-founder of Themis Trading and co-author of the book Broken Markets. William’s message: “High-frequency trading is a small world that is difficult to access. I have spent a large part of this last year writing this book, taking into account the interviews I have been able to carry out in order to democratize as many aspects as possible. Many thanks to Joe Saluzzi, Alexandre Laumonier, Dave Lauer, Benoît Lallemand, Jean-Philippe Bouchaud and Donald MacKenzie. This book will help you to better understand the winning strategies of high-frequency trading firms.”

Download or read book Algorithmic and High Frequency Trading written by Álvaro Cartea and published by Cambridge University Press. This book was released on 2015-08-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The design of trading algorithms requires sophisticated mathematical models backed up by reliable data. In this textbook, the authors develop models for algorithmic trading in contexts such as executing large orders, market making, targeting VWAP and other schedules, trading pairs or collection of assets, and executing in dark pools. These models are grounded on how the exchanges work, whether the algorithm is trading with better informed traders (adverse selection), and the type of information available to market participants at both ultra-high and low frequency. Algorithmic and High-Frequency Trading is the first book that combines sophisticated mathematical modelling, empirical facts and financial economics, taking the reader from basic ideas to cutting-edge research and practice. If you need to understand how modern electronic markets operate, what information provides a trading edge, and how other market participants may affect the profitability of the algorithms, then this is the book for you.

Download or read book The High Frequency Game Changer written by Paul Zubulake and published by John Wiley & Sons. This book was released on 2011-02-16 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial industry's leading independent research firm's forward-looking assessment into high frequency trading Once regarded as a United States-focused trend, today, high frequency trading is gaining momentum around the world. Yet, while high frequency trading continues to be one of the hottest trends in the markets, due to the highly proprietary nature of the computer transactions, financial firms and institutions have made very little available in terms of information or "how-to" techniques. That's all changed with The High Frequency Game Changer: How Automated Trading Strategies Have Revolutionized the Markets. In the book, Zubulake and Lee present an overview of how high frequency trading is changing the face of the market. The book Explains how we got here and what it means to traders and investors Details how to build a high frequency trading firm, including the relevant tools, strategies, and trading talent Defines key components common to HFT such as algorithms, low latency trading infrastructure, collocation etc. The High Frequency Game Changer takes a highly controversial and extremely complicated subject and makes it accessible to anyone with an interest or stake in financial markets.

Download or read book High Frequency Trading and Limit Order Book Dynamics written by Ingmar Nolte and published by Routledge. This book was released on 2016-04-14 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the latest research in the areas of market microstructure and high-frequency finance along with new econometric methods to address critical practical issues in these areas of research. Thirteen chapters, each of which makes a valuable and significant contribution to the existing literature have been brought together, spanning a wide range of topics including information asymmetry and the information content in limit order books, high-frequency return distribution models, multivariate volatility forecasting, analysis of individual trading behaviour, the analysis of liquidity, price discovery across markets, market microstructure models and the information content of order flow. These issues are central both to the rapidly expanding practice of high frequency trading in financial markets and to the further development of the academic literature in this area. The volume will therefore be of immediate interest to practitioners and academics. This book was originally published as a special issue of European Journal of Finance.

Download or read book Traders of the New Era written by Fernando Oliveira and published by Createspace Self-Publishing Platform. This book was released on 2014-03-15 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most traders fail, especially since the rise of High Frequency Trading and computerized markets. What are the main characteristics of the traders that do succeed? That and other questions are answered by Fernando Oliveira in this book with in-depth interviews with traders and market experts. If you’re tired of the outdated day and swing trading literature that’s available in bookstores and are looking for something more in touch with the current market structure, then this book will please you with a wealth of up-to-date advice, tips, strategies, and techniques.