Optimal Mean Reversion Trading
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| Author | : Tim Leung (Professor of industrial engineering) |
| Publisher | : World Scientific |
| Total Pages | : 221 |
| Release | : 2015-11-26 |
| Genre | : Business & Economics |
| ISBN | : 9814725927 |
"Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications provides a systematic study to the practical problem of optimal trading in the presence of mean-reverting price dynamics. It is self-contained and organized in its presentation, and provides rigorous mathematical analysis as well as computational methods for trading ETFs, options, futures on commodities or volatility indices, and credit risk derivatives. This book offers a unique financial engineering approach that combines novel analytical methodologies and applications to a wide array of real-world examples. It extracts the mathematical problems from various trading approaches and scenarios, but also addresses the practical aspects of trading problems, such as model estimation, risk premium, risk constraints, and transaction costs. The explanations in the book are detailed enough to capture the interest of the curious student or researcher, and complete enough to give the necessary background material for further exploration into the subject and related literature. This book will be a useful tool for anyone interested in financial engineering, particularly algorithmic trading and commodity trading, and would like to understand the mathematically optimal strategies in different market environments."--
| Author | : Tim Siu-tang Leung |
| Publisher | : World Scientific |
| Total Pages | : 221 |
| Release | : 2015-11-26 |
| Genre | : Business & Economics |
| ISBN | : 9814725935 |
Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications provides a systematic study to the practical problem of optimal trading in the presence of mean-reverting price dynamics. It is self-contained and organized in its presentation, and provides rigorous mathematical analysis as well as computational methods for trading ETFs, options, futures on commodities or volatility indices, and credit risk derivatives.This book offers a unique financial engineering approach that combines novel analytical methodologies and applications to a wide array of real-world examples. It extracts the mathematical problems from various trading approaches and scenarios, but also addresses the practical aspects of trading problems, such as model estimation, risk premium, risk constraints, and transaction costs. The explanations in the book are detailed enough to capture the interest of the curious student or researcher, and complete enough to give the necessary background material for further exploration into the subject and related literature.This book will be a useful tool for anyone interested in financial engineering, particularly algorithmic trading and commodity trading, and would like to understand the mathematically optimal strategies in different market environments.
| Author | : Ganapathy Vidyamurthy |
| Publisher | : John Wiley & Sons |
| Total Pages | : 295 |
| Release | : 2011-02-02 |
| Genre | : Business & Economics |
| ISBN | : 111804570X |
The first in-depth analysis of pairs trading Pairs trading is a market-neutral strategy in its most simple form. The strategy involves being long (or bullish) one asset and short (or bearish) another. If properly performed, the investor will gain if the market rises or falls. Pairs Trading reveals the secrets of this rigorous quantitative analysis program to provide individuals and investment houses with the tools they need to successfully implement and profit from this proven trading methodology. Pairs Trading contains specific and tested formulas for identifying and investing in pairs, and answers important questions such as what ratio should be used to construct the pairs properly. Ganapathy Vidyamurthy (Stamford, CT) is currently a quantitative software analyst and developer at a major New York City hedge fund.
| Author | : Andrew Pole |
| Publisher | : John Wiley & Sons |
| Total Pages | : 230 |
| Release | : 2011-07-07 |
| Genre | : Business & Economics |
| ISBN | : 1118160738 |
While statistical arbitrage has faced some tough times?as markets experienced dramatic changes in dynamics beginning in 2000?new developments in algorithmic trading have allowed it to rise from the ashes of that fire. Based on the results of author Andrew Pole?s own research and experience running a statistical arbitrage hedge fund for eight years?in partnership with a group whose own history stretches back to the dawn of what was first called pairs trading?this unique guide provides detailed insights into the nuances of a proven investment strategy. Filled with in-depth insights and expert advice, Statistical Arbitrage contains comprehensive analysis that will appeal to both investors looking for an overview of this discipline, as well as quants looking for critical insights into modeling, risk management, and implementation of the strategy.
| Author | : Ernie Chan |
| Publisher | : John Wiley & Sons |
| Total Pages | : 230 |
| Release | : 2013-05-28 |
| Genre | : Business & Economics |
| ISBN | : 1118460146 |
Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apart from many others in the space is the emphasis on real examples as opposed to just theory. Concepts are not only described, they are brought to life with actual trading strategies, which give the reader insight into how and why each strategy was developed, how it was implemented, and even how it was coded. This book is a valuable resource for anyone looking to create their own systematic trading strategies and those involved in manager selection, where the knowledge contained in this book will lead to a more informed and nuanced conversation with managers.” —DAREN SMITH, CFA, CAIA, FSA, Managing Director, Manager Selection & Portfolio Construction, University of Toronto Asset Management “Using an excellent selection of mean reversion and momentum strategies, Ernie explains the rationale behind each one, shows how to test it, how to improve it, and discusses implementation issues. His book is a careful, detailed exposition of the scientific method applied to strategy development. For serious retail traders, I know of no other book that provides this range of examples and level of detail. His discussions of how regime changes affect strategies, and of risk management, are invaluable bonuses.” —ROGER HUNTER, Mathematician and Algorithmic Trader
| Author | : Anatoly B. Schmidt |
| Publisher | : John Wiley & Sons |
| Total Pages | : 195 |
| Release | : 2011-07-05 |
| Genre | : Business & Economics |
| ISBN | : 1118093658 |
An informative guide to market microstructure and trading strategies Over the last decade, the financial landscape has undergone a significant transformation, shaped by the forces of technology, globalization, and market innovations to name a few. In order to operate effectively in today's markets, you need more than just the motivation to succeed, you need a firm understanding of how modern financial markets work and what professional trading is really about. Dr. Anatoly Schmidt, who has worked in the financial industry since 1997, and teaches in the Financial Engineering program of Stevens Institute of Technology, puts these topics in perspective with his new book. Divided into three comprehensive parts, this reliable resource offers a balance between the theoretical aspects of market microstructure and trading strategies that may be more relevant for practitioners. Along the way, it skillfully provides an informative overview of modern financial markets as well as an engaging assessment of the methods used in deriving and back-testing trading strategies. Details the modern financial markets for equities, foreign exchange, and fixed income Addresses the basics of market dynamics, including statistical distributions and volatility of returns Offers a summary of approaches used in technical analysis and statistical arbitrage as well as a more detailed description of trading performance criteria and back-testing strategies Includes two appendices that support the main material in the book If you're unprepared to enter today's markets you will underperform. But with Financial Markets and Trading as your guide, you'll quickly discover what it takes to make it in this competitive field.
| Author | : Richard L. Weissman |
| Publisher | : John Wiley & Sons |
| Total Pages | : 241 |
| Release | : 2005 |
| Genre | : Business & Economics |
| ISBN | : 0471654353 |
It also provides a detailed examination of the personality traits common to the three basic types of trader - trend-following (long to intermediate term), mean reversion (intermediate-term), and short-term (swing and day traders) - and illustrates how a strict adherence to specific types of trading systems can foster a psychological flexibility that will allow you to succeed in all kinds of trading environments: countertrending, choppy, or trending."--Jacket.
| Author | : Álvaro Cartea |
| Publisher | : Cambridge University Press |
| Total Pages | : 360 |
| Release | : 2015-08-06 |
| Genre | : Mathematics |
| ISBN | : 1316453650 |
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 | : Simão Moraes Sarmento |
| Publisher | : Springer Nature |
| Total Pages | : 108 |
| Release | : 2020-07-13 |
| Genre | : Technology & Engineering |
| ISBN | : 3030472515 |
This book investigates the application of promising machine learning techniques to address two problems: (i) how to find profitable pairs while constraining the search space and (ii) how to avoid long decline periods due to prolonged divergent pairs. It also proposes the integration of an unsupervised learning algorithm, OPTICS, to handle problem (i), and demonstrates that the suggested technique can outperform the common pairs search methods, achieving an average portfolio Sharpe ratio of 3.79, in comparison to 3.58 and 2.59 obtained using standard approaches. For problem (ii), the authors introduce a forecasting-based trading model capable of reducing the periods of portfolio decline by 75%. However, this comes at the expense of decreasing overall profitability. The authors also test the proposed strategy using an ARMA model, an LSTM and an LSTM encoder-decoder.
| Author | : John L. Person |
| Publisher | : John Wiley & Sons |
| Total Pages | : 368 |
| Release | : 2011-01-19 |
| Genre | : Business & Economics |
| ISBN | : 111804648X |
In his first book, A Complete Guide to Technical Trading Tactics, John Person introduced traders to the concept of integrating candlestick charting with pivot point analysis. Now, in Candlestick and Pivot Point Trading Triggers, he goes a step further and shows you how to devise your own setups and triggers—in the stock, forex, and futures markets—based on a moving average approach. Note: Website and other supplementary materials are not included as part of eBook file.
