Quantitative Trading. How to Build Your Own Algorithmic Trading Business

Master the lucrative discipline of quantitative trading with this insightful handbook from a master in the field In the newly revised Second Edition of Quantitative Trading: How to Build Your Own Algorithmic Trading Business , quant trading expert Dr. Ernest P. Chan shows you how to apply both time-tested and novel quantitative trading strategies to develop or improve your own trading firm. You'll discover new case studies and updated information on the application of cutting-edge machine learning investment techniques, as well as: Updated back tests on a variety of trading strategies, with included Python and R code examples A new technique on optimizing parameters with changing market regimes using machine learning. A guide to selecting the best traders and advisors to manage your money Perfect for independent retail traders seeking to start their own quantitative trading business, or investors looking to invest in such traders, this new edition of Quantitative Trading will also earn a place in the libraries of individual investors interested in exploring a career at a major financial institution.

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.

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.

The must-have guide for anyone considering entering the exciting world of trading from home The biggest stumbling block for people looking to launch their own trading businesses from home is a failure to understand the complexities of the «back office» operations needed to be successful. Survival Guide for Traders is here to help. Packed with strategies for building a successful home trading business, and featuring answers to questions most up-and-coming traders would never think to ask, Survival Guide for Traders is required reading for anyone who wants to start and sustain a trading business from home. Explains how to create a trading business plan, set up an office, implement a trading system, use margin, deal with legal and financial issues, and keep appropriate records Examines the opportunities and challenges of handling a home-based trading business Details the process of setting up and organizing your trading business Includes a comprehensive «Trading Business Plan Template» that you can customize Written by Bennett McDowell, a highly regarded trader and trainer of traders The book for anyone even thinking about entering the exciting world of trading, the Survival Guide for Traders offers practical solutions that anyone can use in order to build a lasting, thriving home trading business.

Turn insight into profit with guru guidance toward successful algorithmic trading A Guide to Creating a Successful Algorithmic Trading Strategy provides the latest strategies from an industry guru to show you how to build your own system from the ground up. If you're looking to develop a successful career in algorithmic trading, this book has you covered from idea to execution as you learn to develop a trader's insight and turn it into profitable strategy. You'll discover your trading personality and use it as a jumping-off point to create the ideal algo system that works the way you work, so you can achieve your goals faster. Coverage includes learning to recognize opportunities and identify a sound premise, and detailed discussion on seasonal patterns, interest rate-based trends, volatility, weekly and monthly patterns, the 3-day cycle, and much more—with an emphasis on trading as the best teacher. By actually making trades, you concentrate your attention on the market, absorb the effects on your money, and quickly resolve problems that impact profits. Algorithmic trading began as a «ridiculous» concept in the 1970s, then became an «unfair advantage» as it evolved into the lynchpin of a successful trading strategy. This book gives you the background you need to effectively reap the benefits of this important trading method. Navigate confusing markets Find the right trades and make them Build a successful algo trading system Turn insights into profitable strategies Algorithmic trading strategies are everywhere, but they're not all equally valuable. It's far too easy to fall for something that worked brilliantly in the past, but with little hope of working in the future. A Guide to Creating a Successful Algorithmic Trading Strategy shows you how to choose the best, leave the rest, and make more money from your trades.

Develop your own trading system with practical guidance and expert advice In Building Algorithmic Trading Systems: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Training, award-winning trader Kevin Davey shares his secrets for developing trading systems that generate triple-digit returns. With both explanation and demonstration, Davey guides you step-by-step through the entire process of generating and validating an idea, setting entry and exit points, testing systems, and implementing them in live trading. You'll find concrete rules for increasing or decreasing allocation to a system, and rules for when to abandon one. The companion website includes Davey's own Monte Carlo simulator and other tools that will enable you to automate and test your own trading ideas. A purely discretionary approach to trading generally breaks down over the long haul. With market data and statistics easily available, traders are increasingly opting to employ an automated or algorithmic trading system—enough that algorithmic trades now account for the bulk of stock trading volume. Building Algorithmic Trading Systems teaches you how to develop your own systems with an eye toward market fluctuations and the impermanence of even the most effective algorithm. Learn the systems that generated triple-digit returns in the World Cup Trading Championship Develop an algorithmic approach for any trading idea using off-the-shelf software or popular platforms Test your new system using historical and current market data Mine market data for statistical tendencies that may form the basis of a new system Market patterns change, and so do system results. Past performance isn't a guarantee of future success, so the key is to continually develop new systems and adjust established systems in response to evolving statistical tendencies. For individual traders looking for the next leap forward, Building Algorithmic Trading Systems provides expert guidance and practical advice.

A top forex trader reveals how to ease into this market and excel Trading the forex market has become one of the most popular forms of trading, mainly because of its twenty-four-hour access and the fact that there is always a bull market available in this arena. But not everyone is interested in quitting their jobs and spending all day trying to make a living trading. That's where Forex in Five Hours a Week comes in. This book shows readers how they can master a few techniques, focus their efforts on their choice of time frame, and profit in the forex market. Readers with a day job and little time to dedicate to the market will learn all they need to know to capture consistent profits

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

Praise for The Daily Trading Coach «A great book! Simply written, motivational with unique content that leads any trader, novice or experienced, along the path of self-coaching. This is by far Dr. Steenbarger's best book and a must-have addition to any trader's bookshelf. I'll certainly be recommending it to all my friends.» —Ray BarrosCEO, Ray Barros Trading Group «Dr. Steenbarger has been helping traders help themselves for many years. Simply put, this book is a must-read for anyone who desires to achieve great success in the market.» —Charles E. KirkThe Kirk Report «'Dr. Brett', as he is affectionately known by his blog readers, has assembled a practical guide to self coaching in this excellent book. The strategies he outlines are further enhanced with numerous resources and exercises for the reader to refer to and keep the principles fresh. I enthusiastically encourage anyone interested in bettering their trading and investing to read this book and keep it on their desk as a constant source of learning.» —Brian Shannon, www.alphatrends.netauthor of Technical Analysis Using Multiple Timeframes «Dr. Brett has distilled his years of experience, as both a trader and a psychologist/coach, into the 101 practical lessons found in The Daily Trading Coach. Those lessons provide effective strategies for coping with the stumbling blocks that traders often face. This book should be a cornerstone of any serious trader's library.» —Michael Seneadzaequities trader and blogger at TraderMike.net

Successful trader and best-selling author Leon Wilson knows how to make a living trading on the sharemarket. He also knows that because trading requires discipline, time and self-education, 90 per cent of those who attempt it will fail within two years. In concise and clear language, The Business of Share Trading, second edition, shows how you can take control and profit from an active sharemarket portfolio. From developing a plan and financing your capital investment, to setting up a home office and keeping accurate records, this newly expanded edition offers step-by-step guidance to all aspects of running a successful trading business. Updated to reflect the changes that have occurred in the industry over the past decade, the Business of Share Trading contains everything you need to know about: Fundamental, technical and combination analysis Dealing with brokers, data suppliers, ISPs and information sources Trend trading, break-out trading and reversal trading Trade entities and exits, position sizing and stop-loss management.