Algorithmic Trading A Comprehensive Beginner S Guide To Learn Algorithmic Training From A Z

Algorithmic Trading A Comprehensive Beginner S Guide To Learn Algorithmic Training From A Z Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Algorithmic Trading A Comprehensive Beginner S Guide To Learn Algorithmic Training From A Z book. This book definitely worth reading, it is an incredibly well-written.

Algorithmic Trading: A Comprehensive Beginner's Guide to Learn Algorithmic Training from A-Z

Stewart Gray
Algorithmic Trading A Comprehensive Beginner s Guide to Learn Algorithmic Training from A Z Book PDF

Author : Stewart Gray
Publisher : Independently Published
Page : 152 pages
File Size : 42,7 Mb
Release : 2019-03-22
Category : Business & Economics
ISBN : 1091263973

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Algorithmic Trading: A Comprehensive Beginner's Guide to Learn Algorithmic Training from A-Z by Stewart Gray Pdf

Algorithmic Trading is a term known by many names - automated trading system, Black box trading, algo-trading, and quantitative trading . It is a system of trading that makes use of computers pre-programmed with specific trading instructions, also known as algorithm, for these computers to carry out in response to the stock market.Trade processes, such as buying and selling bonds, futures, and stocks, are therefore carried out by these computers, allowing the traders utilizing them to buy and sell shares in huge amounts and in speeds that is supposedly impossible for humans. The algorithms that these computers run on are based from historical output out of a encoded strategy once simulated on a set of historical data .A trader would normally call a broker or participate in the stock exchange pit in order buy and sell financial instruments - for example, Trader A follows a principle of buying 100 shares of a stock of certain companies whenever he notices that within 40-60 days such companies rose higher than their average past trends of let us say, 150 to 200 days.To engage in algorithmic trading, however, requires more than grabbing from an IT firm a software for one to engage in algorithmic trading - one cannot simply jump into a plane to Somewhere without even knowing where that Somewhere is.It is for this reason this book is written - to make sure that anybody who picks this book, including beginners in the field of algo-trading and those who know near to zero and are still grasping terminologies, fully understand what they are in for.This book, however, goes beyond this standard flow - each chapter ends with a summary, and at the same time readers will get to read snippets of fact and certain case studies. These glimpses to various aspects and practical applications of algorithmic trading will hopefully aid them to fully grasp the entirety of the phenomenon that is algorithmic trading.

Algorithmic Trading: : Comprehensive Beginners Guide to Making Money Every Month Algo Trading!

Jordan Wayne
Algorithmic Trading Comprehensive Beginners Guide to Making Money Every Month Algo Trading Book PDF

Author : Jordan Wayne
Publisher : Independently Published
Page : 58 pages
File Size : 45,9 Mb
Release : 2018-09-13
Category : Business & Economics
ISBN : 1720272697

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Algorithmic Trading: : Comprehensive Beginners Guide to Making Money Every Month Algo Trading! by Jordan Wayne Pdf

**Buy the Paperback version of this book, and get the Kindle eBook version included for FREE** How would you like to learn Powerful Strategies that will Guarantee Instant Results in your Algorithmic Trading? Well you have come to the right place. Getting started in investing can be difficult. You have to learn how to read the market, pick out a good strategy, and even know the best times to enter and exit the market. If you are not able to watch the market all the time, you may worry that you will miss out on a big trade. Algorithmic trading can make all the difference in the way that you do trading, even as a beginner. The basic idea behind algorithmic trading is that you will let a computer program do the trading for you. This can take out some of the risks, increase your profits, and make it so that you don

Algorithmic Trading

James Johnson
Algorithmic Trading Book PDF

Author : James Johnson
Publisher : Unknown
Page : 154 pages
File Size : 45,7 Mb
Release : 2019-07-17
Category : Electronic
ISBN : 1080981101

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Algorithmic Trading by James Johnson Pdf

"Buy the Paperback Version of this Book and get the Kindle Book version for FREE" Forget the age-old myths that you will lose money on trading because that is just what it is - a myth. With "Algorithmic trading", you have all the tools to make a profit from many of the trades that you place. Whether you are a funds manager or a group of traders, you can finally earn the profits you only dream of by embracing this strategy. However, before you can go ahead and know what it offers, you first need to understand what the concept is all about. This guide to algorithmic trading teaches you: What algorithmic trading is, and what it is not. We go ahead to differentiate the strategy from other types that you will come across so that you have a clear idea of what we are talking about. The history of algorithmic trading. Before you can appreciate the future, you need to understand the past. We look at the major points in history that made algorithmic trading what it is today. A peek into the statistics that have dominated the industry for various years now. This inspires you to understand that the trading industry is popular and the algorithmic trading strategies are in use by many people. What makes a winning trader in this market. The skills you need and even tell you what type of mindset you require to stand out. Backtesting and what it offers you as the trader. The various types of backtesting and why you need to perform it as a trader. The process of coming up with the perfect strategy so that you enjoy the gains. There are various things that make this book a great addition to your trading arsenal. The examples are derived from various areas of the market to give you a better understanding. Scroll to the top of the page and click the "buy now" button!

Advances in Financial Machine Learning

Marcos Lopez de Prado
Advances in Financial Machine Learning Book PDF

Author : Marcos Lopez de Prado
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 55,7 Mb
Release : 2018-01-23
Category : Business & Economics
ISBN : 9781119482116

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Advances in Financial Machine Learning by Marcos Lopez de Prado Pdf

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big data in a way that is amenable to ML algorithms; how to conduct research with ML algorithms on that data; how to use supercomputing methods; how to backtest your discoveries while avoiding false positives. The book addresses real-life problems faced by practitioners on a daily basis, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their particular setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.

Trading Strategies and Algorithmic Trading

Benjamin Ray Bears
Trading Strategies and Algorithmic Trading Book PDF

Author : Benjamin Ray Bears
Publisher : Benjamin Ray Bears
Page : 0 pages
File Size : 51,8 Mb
Release : 2021-06-28
Category : Electronic
ISBN : 1803030119

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Trading Strategies and Algorithmic Trading by Benjamin Ray Bears Pdf

Would you like to increase your income by easily learning how to profitably trade options with your computer? If the answer is "YES", then keep reading... Your Customers Will Never Stop to Use this Awesome Guide! Many people tend to think that trading is something hard to learn, filled with overcomplicated mathematical information, graphics to understand, that requires a conspicuous amount of money to start. There's nothing further from reality because it all depends on how it's taught. With this book, you will become able to trade options even if you've never done anything similar before, in fact, by reading this book you'll learn: - How To Get Started In Options Trading, so you can learn how to start your options trading activity without any kind of problem - Everything About The Trading Psychology, so you can understand how to keep the right mindset when trading options - What Are The Classic Mistakes That You Have To Avoid, to become aware of what are the most common errors that beginner make so that you won't fall for them - The Best Strategies For Buying Calls, so you will be able to easily profit from buying call options (you will understand what it means in chapter 14 of the book) - What Is Algorithmic Trading, And How To Start, so you will be able to automate your trading and time your trades correctly to avoid significant price changes - ... & Much More! In conclusion... Thanks to this book, even if you are a beginner without any experience, you will become a profitable options trader. You will easily understand how to start this activity, how to practice it consciously, and how to profit, so... ... Are you ready to reach your financial freedom? Buy it NOW and let your customers get addicted to this amazing book

Machine Trading

Ernest P. Chan
Machine Trading Book PDF

Author : Ernest P. Chan
Publisher : John Wiley & Sons
Page : 277 pages
File Size : 42,5 Mb
Release : 2017-02-06
Category : Business & Economics
ISBN : 9781119219606

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Machine Trading by Ernest P. Chan Pdf

Dive into algo trading with step-by-step tutorials and expert insight Machine Trading is a practical guide to building your algorithmic trading business. Written by a recognized trader with major institution expertise, this book provides step-by-step instruction on quantitative trading and the latest technologies available even outside the Wall Street sphere. You'll discover the latest platforms that are becoming increasingly easy to use, gain access to new markets, and learn new quantitative strategies that are applicable to stocks, options, futures, currencies, and even bitcoins. The companion website provides downloadable software codes, and you'll learn to design your own proprietary tools using MATLAB. The author's experiences provide deep insight into both the business and human side of systematic trading and money management, and his evolution from proprietary trader to fund manager contains valuable lessons for investors at any level. Algorithmic trading is booming, and the theories, tools, technologies, and the markets themselves are evolving at a rapid pace. This book gets you up to speed, and walks you through the process of developing your own proprietary trading operation using the latest tools. Utilize the newer, easier algorithmic trading platforms Access markets previously unavailable to systematic traders Adopt new strategies for a variety of instruments Gain expert perspective into the human side of trading The strength of algorithmic trading is its versatility. It can be used in any strategy, including market-making, inter-market spreading, arbitrage, or pure speculation; decision-making and implementation can be augmented at any stage, or may operate completely automatically. Traders looking to step up their strategy need look no further than Machine Trading for clear instruction and expert solutions.

Master Algorithmic Trading

Corey Alexander
Master Algorithmic Trading Book PDF

Author : Corey Alexander
Publisher : Independently Published
Page : 0 pages
File Size : 50,6 Mb
Release : 2024-03
Category : Business & Economics
ISBN : 9798883407122

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Master Algorithmic Trading by Corey Alexander Pdf

Unlock the secrets of algorithmic trading with our comprehensive guidebook designed for traders of all levels - from novices to seasoned experts. Whether you're just starting or looking to refine your strategies, this book provides invaluable insights and techniques to enhance your trading prowess. Dive into the world of algorithmic trading and discover how to leverage cutting-edge strategies to optimize your investments. With clear explanations and practical examples, you'll learn how algorithms can analyze market trends, execute trades, and maximize profits with precision and efficiency. Explore a wide range of topics, including: Fundamentals of algorithmic trading Building and optimizing trading algorithms Implementing risk management strategies Utilizing technical analysis and indicators Backtesting and optimizing trading strategies Understanding market dynamics and trends Advanced algorithmic trading techniques Whether you're a beginner seeking to grasp the basics or an experienced trader looking to fine-tune your strategies, this book equips you with the knowledge and tools needed to succeed in today's dynamic markets. Take your trading skills to the next level and achieve consistent profitability with our comprehensive guide to algorithmic trading. Bullet Points: EXPLORE profitable algorithmic trading strategies. MASTER building and optimizing trading algorithms. IMPLEMENT effective risk management techniques. UTILIZE advanced technical analysis tools. BACKTEST strategies for optimal performance. UNDERSTAND market dynamics and trends. ENHANCE your trading skills with expert insights.

Artificial Intelligence and Machine Learning-Powered Smart Finance

Taneja, Sanjay,Singh, Amandeep,Kumar, Pawan
Artificial Intelligence and Machine Learning Powered Smart Finance Book PDF

Author : Taneja, Sanjay,Singh, Amandeep,Kumar, Pawan
Publisher : IGI Global
Page : 378 pages
File Size : 53,5 Mb
Release : 2024-02-12
Category : Business & Economics
ISBN : 9798369332658

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Artificial Intelligence and Machine Learning-Powered Smart Finance by Taneja, Sanjay,Singh, Amandeep,Kumar, Pawan Pdf

In the field of finance, the pervasive influence of algorithms has transformed the very fabric of the industry. Today, over 75% of trades are orchestrated by algorithms, making them the linchpin for trade automation, predictions, and decision-making. This algorithmic reliance, while propelling financial services into unprecedented efficiency, has also ushered in a host of challenges. As the financial sector becomes increasingly algorithm-driven, concerns about risk assessment, market manipulation, and the ethical implications of automated decision-making have taken center stage. Artificial Intelligence and Machine Learning-Powered Smart Finance, meticulously examines the intersection of computational finance and advanced algorithms and the challenges associated with this technology. As algorithms permeate various facets of financial services, the book takes a deep dive into their applications, spanning forecasting, portfolio optimization, market trends analysis, and cryptoanalysis. It sheds light on the role of AI-based algorithms in personnel selection, implementing trusted financial services, developing recommendation systems for financial platforms, and detecting fraud, presenting a compelling case for the integration of innovative solutions in the financial sector. As the book unravels the intricate tapestry of algorithmic applications in finance, it also illuminates the ethical considerations and governance frameworks essential for navigating the delicate balance between technological innovation and responsible financial practices.

Machine Learning for Algorithmic Trading

Stefan Jansen
Machine Learning for Algorithmic Trading Book PDF

Author : Stefan Jansen
Publisher : Packt Publishing Ltd
Page : 822 pages
File Size : 54,8 Mb
Release : 2020-07-31
Category : Business & Economics
ISBN : 9781839216787

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Machine Learning for Algorithmic Trading by Stefan Jansen Pdf

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.

Algorithmic Trading: An Introductory Guide

SQ2 SYSTEMS AB
Algorithmic Trading An Introductory Guide Book PDF

Author : SQ2 SYSTEMS AB
Publisher : SQ2 SYSTEMS AB
Page : 41 pages
File Size : 54,5 Mb
Release : 2023-09-18
Category : Business & Economics
ISBN : 8210379456XXX

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Algorithmic Trading: An Introductory Guide by SQ2 SYSTEMS AB Pdf

Description: If you’ve ever been intrigued by the concept of algorithmic trading but felt overwhelmed by the complexity, “Algorithmic Trading: An Introductory Guide” is your ideal starting point. This book serves as your friendly introduction to the world of automated financial trading. Designed for individuals who are curious about algorithmic trading but don’t have an extensive background in the subject, this book demystifies the basics. It provides a clear and accessible entry point for those interested in understanding how algorithms can make trading decisions. Discover the fundamental principles of algorithmic trading and why it’s become a game-changer in financial markets. Explore how algorithms execute trades with incredible speed and remain free from the influence of human emotions. This introductory guide offers an overview that will satisfy your curiosity without overwhelming you with technical details. “Algorithmic Trading: An Introductory Guide” introduces various types of algorithmic trading strategies, shedding light on the strategies employed by professional traders. From market-making and arbitrage to trend-following and quantitative approaches, this book provides a broad understanding without diving deep into intricacies. Gain insights into the advantages and risks associated with algorithmic trading. Learn how it enhances efficiency and offers robust risk management while also understanding the potential challenges and pitfalls. While the book touches on data analysis, technical and fundamental analysis, and sentiment analysis, it does so in a manner that is easily digestible for beginners. You’ll get a sense of the analytical tools used in algorithmic trading without getting lost in the details. “Algorithmic Trading: An Introductory Guide” is the perfect starting point for those who have contemplated exploring this exciting field. It offers a taste of the world of algorithmic trading, providing you with the confidence to embark on your journey into this transformative realm of finance.

Python for Algorithmic Trading

Yves Hilpisch
Python for Algorithmic Trading Book PDF

Author : Yves Hilpisch
Publisher : O'Reilly Media
Page : 380 pages
File Size : 46,6 Mb
Release : 2020-11-12
Category : Computers
ISBN : 9781492053323

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Python for Algorithmic Trading by Yves Hilpisch Pdf

Algorithmic trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Python in the fascinating field of algorithmic trading. You'll learn several ways to apply Python to different aspects of algorithmic trading, such as backtesting trading strategies and interacting with online trading platforms. Some of the biggest buy- and sell-side institutions make heavy use of Python. By exploring options for systematically building and deploying automated algorithmic trading strategies, this book will help you level the playing field. Set up a proper Python environment for algorithmic trading Learn how to retrieve financial data from public and proprietary data sources Explore vectorization for financial analytics with NumPy and pandas Master vectorized backtesting of different algorithmic trading strategies Generate market predictions by using machine learning and deep learning Tackle real-time processing of streaming data with socket programming tools Implement automated algorithmic trading strategies with the OANDA and FXCM trading platforms

Options Trading Strategies: 2 Books in 1 Including: Options Trading for Beginners: The A-Z Guide to Making a Steady Monthly Income Trading Options

Jordan Wayne
Options Trading Strategies 2 Books in 1 Including Options Trading for Beginners The A Z Guide to Making a Steady Monthly Income Trading Options Book PDF

Author : Jordan Wayne
Publisher : Independently Published
Page : 132 pages
File Size : 41,7 Mb
Release : 2018-10-18
Category : Business & Economics
ISBN : 1728935393

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Options Trading Strategies: 2 Books in 1 Including: Options Trading for Beginners: The A-Z Guide to Making a Steady Monthly Income Trading Options by Jordan Wayne Pdf

**Buy the Paperback version of this book, and get the Kindle eBook version included for FREE**WARNING!! Real Results and a Steady Monthly Income will accompany the Reading of this Book! If you

Quantitative Trading

Ernest P. Chan
Quantitative Trading Book PDF

Author : Ernest P. Chan
Publisher : Unknown
Page : 181 pages
File Size : 54,5 Mb
Release : 2009
Category : Investment analysis
ISBN : 1119203376

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Quantitative Trading by Ernest P. Chan Pdf

"While institutional traders continue to implement quantitative (or algorithmic) trading, many independent traders have wondered if they can still challenge powerful industry professionals at their own game? The answer is "yes," and in Quantitative Trading, Dr. Ernest Chan, a respected independent trader and consultant, will show you how. Whether you're an independent "retail" trader looking to start your own quantitative trading business or an individual who aspires to work as a quantitative trader at a major financial institution, this practical guide contains the information you need to succeed"--Resource description page.

A Guide to Creating A Successful Algorithmic Trading Strategy

Perry J. Kaufman
A Guide to Creating A Successful Algorithmic Trading Strategy Book PDF

Author : Perry J. Kaufman
Publisher : John Wiley & Sons
Page : 192 pages
File Size : 47,6 Mb
Release : 2016-01-14
Category : Business & Economics
ISBN : 9781119224761

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A Guide to Creating A Successful Algorithmic Trading Strategy by Perry J. Kaufman Pdf

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.

Algorithmic Trading

Ernie Chan
Algorithmic Trading Book PDF

Author : Ernie Chan
Publisher : John Wiley & Sons
Page : 230 pages
File Size : 45,7 Mb
Release : 2013-05-28
Category : Business & Economics
ISBN : 9781118460146

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Algorithmic Trading by Ernie Chan Pdf

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