Algorithmic and High-Frequency Trading PDF Download

Author: Álvaro Cartea
Publisher: Cambridge University Press
ISBN: 1316453650
Category : Mathematics
Languages : en
Pages : 360

View

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: Walter Mattli
Publisher:
ISBN: 0198829469
Category : Business & Economics
Languages : en
Pages : 385

View

Book Description
This book illustrates the dramatic recent transformations in capital markets worldwide. Market making by humans in centralized markets has been replaced by super computers and algorithms in often highly fragmented markets. This book discusses how this impacts public policy objectives and how market governance could be strengthened.

Author: Theo Lynn
Publisher: Springer
ISBN: 3030023303
Category : Business & Economics
Languages : en
Pages : 194

View

Book Description
This open access Pivot demonstrates how a variety of technologies act as innovation catalysts within the banking and financial services sector. Traditional banks and financial services are under increasing competition from global IT companies such as Google, Apple, Amazon and PayPal whilst facing pressure from investors to reduce costs, increase agility and improve customer retention. Technologies such as blockchain, cloud computing, mobile technologies, big data analytics and social media therefore have perhaps more potential in this industry and area of business than any other. This book defines a fintech ecosystem for the 21st century, providing a state-of-the art review of current literature, suggesting avenues for new research and offering perspectives from business, technology and industry.

Author: Peter Kovac
Publisher:
ISBN: 9780692336908
Category :
Languages : en
Pages : 184

View

Book Description
In Flash Boys, Michael Lewis alleged that the entire U.S. stock market is rigged. This is an extraordinarily serious accusation. If it is true that a conspiracy of stock exchanges, banks, regulators and high-frequency traders has rigged the market, this has profound implications for every aspect of our financial system. It's rather surprising, then, that this book alleging a vast high-frequency trading conspiracy included no high-frequency traders. Flash Boys lacks a single insider's account, and it shows. Electronic trading is extremely complicated, and if you neglect to talk to any electronic traders, you're probably going to get it wrong. Flash Boys: Not So Fast, written by a former high-frequency trading executive and regulatory compliance expert, provides the missing insider's perspective on today's stock market and answers the question of whether or not Michael Lewis is right. Not So Fast reviews the alleged scams described by Lewis and applies the same rigorous analysis that real trading strategies are subjected to, methodically walking through them step by step and explaining what is actually possible in today's markets and what is not. Extensively researched and documented, Not So Fast provides a clear, accurate picture of how today's markets operate, including what works, what doesn't work, and what changes need to be made.

Author: Filippo Annunziata
Publisher: Edward Elgar Publishing
ISBN: 1035310724
Category : Law
Languages : en
Pages : 221

View

Book Description
Artificial Intelligence and Market Abuse Legislation presents a wide-reaching interdisciplinary examination of the impact of AI on the EU Market Abuse Regulation (MAR).

Author: Antoine Bouveret
Publisher: International Monetary Fund
ISBN: 1513576224
Category : Business & Economics
Languages : en
Pages : 44

View

Book Description
Changes in the structure of the U.S. Treasury market over recent years may have increased risks to financial stability. Traditional market makers have changed their liquidity provision by increasingly switching from risk warehousing to risk distribution, and a new breed of market maker has emerged with the rise of electronic trading. The “flash rally” of October 15, 2014 provides a clear example of how those risks can materialize. Based on an in-depth analysis of the event—complementing the authorities’ work—we suggest i) providing incentives for liquidity provision, ii) improving market safeguards, and iii) enhancing the regulation of the Treasury market.

Author: Thierry Foucault
Publisher: Oxford University Press
ISBN: 0197542069
Category : Capital market
Languages : en
Pages : 531

View

Book Description
"The process by which securities are traded is very different from the idealized picture of a frictionless and self-equilibrating market offered by the typical finance textbook. This book offers a more accurate and authoritative take on this process. The book starts from the assumption that not everyone is present at all times simultaneously on the market, and that participants have quite diverse information about the security's fundamentals. As a result, the order flow is a complex mix of information and noise, and a consensus price only emerges gradually over time as the trading process evolves and the participants interpret the actions of other traders. Thus, a security's actual transaction price may deviate from its fundamental value, as it would be assessed by a fully informed set of investors. The book takes these deviations seriously, and explains why and how they emerge in the trading process and are eventually eliminated. The authors draw on a vast body of theoretical insights and empirical findings on security price formation that have come to form a well-defined field within financial economics known as "market microstructure." Focusing on liquidity and price discovery, the book analyzes the tension between the two, pointing out that when price-relevant information reaches the market through trading pressure rather than through a public announcement, liquidity may suffer. It also confronts many striking phenomena in securities markets and uses the analytical tools and empirical methods of market microstructure to understand them. These include issues such as why liquidity changes over time and differs across securities, why large trades move prices up or down, and why these price changes are subsequently reversed, and why we observe temporary deviations from asset fair values"--

Author: Sal Arnuk
Publisher: FT Press
ISBN: 0132875268
Category : Business & Economics
Languages : en
Pages : 317

View

Book Description
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!

Author: Matthias Kalkuhl
Publisher: Springer
ISBN: 3319282018
Category : Business & Economics
Languages : en
Pages : 620

View

Book Description
This book provides fresh insights into concepts, methods and new research findings on the causes of excessive food price volatility. It also discusses the implications for food security and policy responses to mitigate excessive volatility. The approaches applied by the contributors range from on-the-ground surveys, to panel econometrics and innovative high-frequency time series analysis as well as computational economics methods. It offers policy analysts and decision-makers guidance on dealing with extreme volatility.

Author: Greg N. Gregoriou
Publisher: CRC Press
ISBN: 1420099558
Category : Business & Economics
Languages : en
Pages : 654

View

Book Description
Up-to-Date Research Sheds New Light on This Area Taking into account the ongoing worldwide financial crisis, Stock Market Volatility provides insight to better understand volatility in various stock markets. This timely volume is one of the first to draw on a range of international authorities who offer their expertise on market volatility in devel