An Introduction to High-Frequency Finance PDF Download
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Author: Ramazan Gençay
Publisher: Elsevier
ISBN: 008049904X
Category : Business & Economics
Languages : en
Pages : 383
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Book Description
Liquid markets generate hundreds or thousands of ticks (the minimum change in price a security can have, either up or down) every business day. Data vendors such as Reuters transmit more than 275,000 prices per day for foreign exchange spot rates alone. Thus, high-frequency data can be a fundamental object of study, as traders make decisions by observing high-frequency or tick-by-tick data. Yet most studies published in financial literature deal with low frequency, regularly spaced data. For a variety of reasons, high-frequency data are becoming a way for understanding market microstructure. This book discusses the best mathematical models and tools for dealing with such vast amounts of data. This book provides a framework for the analysis, modeling, and inference of high frequency financial time series. With particular emphasis on foreign exchange markets, as well as currency, interest rate, and bond futures markets, this unified view of high frequency time series methods investigates the price formation process and concludes by reviewing techniques for constructing systematic trading models for financial assets.
Author: Ramazan Gençay
Publisher: Elsevier
ISBN: 008049904X
Category : Business & Economics
Languages : en
Pages : 383
Get Book
Book Description
Liquid markets generate hundreds or thousands of ticks (the minimum change in price a security can have, either up or down) every business day. Data vendors such as Reuters transmit more than 275,000 prices per day for foreign exchange spot rates alone. Thus, high-frequency data can be a fundamental object of study, as traders make decisions by observing high-frequency or tick-by-tick data. Yet most studies published in financial literature deal with low frequency, regularly spaced data. For a variety of reasons, high-frequency data are becoming a way for understanding market microstructure. This book discusses the best mathematical models and tools for dealing with such vast amounts of data. This book provides a framework for the analysis, modeling, and inference of high frequency financial time series. With particular emphasis on foreign exchange markets, as well as currency, interest rate, and bond futures markets, this unified view of high frequency time series methods investigates the price formation process and concludes by reviewing techniques for constructing systematic trading models for financial assets.
Author: Irene Aldridge
Publisher: John Wiley and Sons
ISBN: 0470579773
Category : Business & Economics
Languages : en
Pages : 258
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Book Description
A hands-on guide to the fast and ever-changing world of high-frequency, algorithmic trading Financial markets are undergoing rapid innovation due to the continuing proliferation of computer power and algorithms. These developments have created a new investment discipline called high-frequency trading. This book covers all aspects of high-frequency trading, from the business case and formulation of ideas through the development of trading systems to application of capital and subsequent performance evaluation. It also includes numerous quantitative trading strategies, with market microstructure, event arbitrage, and deviations arbitrage discussed in great detail. Contains the tools and techniques needed for building a high-frequency trading system Details the post-trade analysis process, including key performance benchmarks and trade quality evaluation Written by well-known industry professional Irene Aldridge Interest in high-frequency trading has exploded over the past year. This book has what you need to gain a better understanding of how it works and what it takes to apply this approach to your trading endeavors.
Author: Álvaro Cartea
Publisher: Cambridge University Press
ISBN: 1316453650
Category : Mathematics
Languages : en
Pages : 360
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Book Description
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.
Author: Yacine Aït-Sahalia
Publisher: Princeton University Press
ISBN: 0691161437
Category : Business & Economics
Languages : en
Pages : 683
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Book Description
A comprehensive introduction to the statistical and econometric methods for analyzing high-frequency financial data High-frequency trading is an algorithm-based computerized trading practice that allows firms to trade stocks in milliseconds. Over the last fifteen years, the use of statistical and econometric methods for analyzing high-frequency financial data has grown exponentially. This growth has been driven by the increasing availability of such data, the technological advancements that make high-frequency trading strategies possible, and the need of practitioners to analyze these data. This comprehensive book introduces readers to these emerging methods and tools of analysis. Yacine Aït-Sahalia and Jean Jacod cover the mathematical foundations of stochastic processes, describe the primary characteristics of high-frequency financial data, and present the asymptotic concepts that their analysis relies on. Aït-Sahalia and Jacod also deal with estimation of the volatility portion of the model, including methods that are robust to market microstructure noise, and address estimation and testing questions involving the jump part of the model. As they demonstrate, the practical importance and relevance of jumps in financial data are universally recognized, but only recently have econometric methods become available to rigorously analyze jump processes. Aït-Sahalia and Jacod approach high-frequency econometrics with a distinct focus on the financial side of matters while maintaining technical rigor, which makes this book invaluable to researchers and practitioners alike.
Author: Michael Durbin
Publisher: McGraw Hill Professional
ISBN: 0071743456
Category : Business & Economics
Languages : en
Pages : 241
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Book Description
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
Author: Paul Zubulake
Publisher: John Wiley & Sons
ISBN: 1118019687
Category : Business & Economics
Languages : en
Pages : 177
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Book Description
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.
Author: Greg N. Gregoriou
Publisher: Academic Press
ISBN: 0128023627
Category : Business & Economics
Languages : en
Pages : 494
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Book Description
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
Author: Ingmar Nolte
Publisher: Routledge
ISBN: 1317570766
Category : Business & Economics
Languages : en
Pages : 320
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Book Description
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.
Author: Nikolaus Hautsch
Publisher: Springer Science & Business Media
ISBN: 364221925X
Category : Business & Economics
Languages : en
Pages : 374
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Book Description
The availability of financial data recorded on high-frequency level has inspired a research area which over the last decade emerged to a major area in econometrics and statistics. The growing popularity of high-frequency econometrics is driven by technological progress in trading systems and an increasing importance of intraday trading, liquidity risk, optimal order placement as well as high-frequency volatility. This book provides a state-of-the art overview on the major approaches in high-frequency econometrics, including univariate and multivariate autoregressive conditional mean approaches for different types of high-frequency variables, intensity-based approaches for financial point processes and dynamic factor models. It discusses implementation details, provides insights into properties of high-frequency data as well as institutional settings and presents applications to volatility and liquidity estimation, order book modelling and market microstructure analysis.
Author: Edgar Perez
Publisher: McGraw Hill Professional
ISBN: 0071768300
Category : Business & Economics
Languages : en
Pages : 257
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Book Description
The secrets of high-frequency trading revealed! “Edgar’s book is fantastic . . . I recommend it highly.” —Bart Chilton, Commissioner, United States Commodity Futures Trading Commission (CFTC) “I have interviewed the most successful high-frequency traders in New York and Chicago, but I have learned so much more by reading Perez’s book. He covers the most relevant topics we need to know today and tomorrow.” —Mark Abeshouse, Chairman, Augustus Capital “Alternating between an annotated timeline of the development of high-frequency trading and interviews with top high-frequency traders, Perez illuminates the world of speed. All in all, an enlightening book.” —Brenda Jubin, contributor to Seeking Alpha “This is a comprehensive and compelling summary of the trading industry in general, as well as high-frequency trading. If you are interested in this field or of knowing a critical component of all future markets—read this book.” —Paul Dowding, Managing Director, Meridian Equity Partners “Very timely, covers the 2010 Flash Crash and the current high-frequency trading environment.” —Patrick Sweeney, Vice President, JP Morgan Chase “There is a new day in trading and speed is the key. Edgar Perez is the poster child.” —Eugene Steele, Managing Partner, Trading Rooms World Wide About the Book: High-frequency traders have been called many things—from masters of the universe and market pioneers to exploiters, computer geeks, and even predators. Everyone in the business of investing has an opinion of speed traders, but how many really understand how they operate? The shadow people of the investing world, today’s high-frequency traders have decidedly kept a low profile—until now. In The Speed Traders, Edgar Perez, founder of the prestigious business networking community Golden Networking, opens the door to the secretive world of high-frequency trading (HFT). Inside, prominent figures of HFT drop their guard and speak with unprecedented candidness about their trade. Perez begins with an overview of computerized trading, which formally began on February 8, 1971, when NASDAQ launched the world’s first electronic market with 2,500 over-the-counter stocks and which has evolved into the present-day practice of making multiple trades in a matter of microseconds. He then picks the brains of today’s top players. Manoj Narang (Tradeworx), Peter van Kleef (Lakeview Arbitrage), and Aaron Lebovitz (Infinium Capital Management) are just a few of the luminaries who decided to break their silence and speak openly to Perez. Virtually all of the expertise available from the world of speed trading is packed into these pages. You’ll get insight from HFT’s most influential trailblazers on the important issues, including: The basics of launching an HFT platform The important role speed traders play in providing market liquidity The real story behind the “flash crash” of May 2010 Emerging global HFT markets M&A and consolidation among the world’s biggest exchanges The Speed Traders is the most comprehensive, revealing work available on the most important development in trading in generations. High-frequency trading will no doubt play an ever larger role as computer technology advances and the global exchanges embrace fast electronic access. Essential reading for regulators and investors alike, The Speed Traders explains everything there is to know about how today’s high-frequency traders make millions—one cent at a time.
