Design more successful trading systems with this practical guide to identifying alphas Finding Alphas seeks to teach you how to do one thing and do it well: design alphas. Written by experienced practitioners from WorldQuant, including its founder and CEO Igor Tulchinsky, this book provides detailed insight into the alchemic art of generating trading signals, and gives you access to the tools you need to practice and explore. Equally applicable across regions, this practical guide provides you with methods for uncovering the hidden signals in your data. A collection of essays provides diverse viewpoints to show the similarities, as well as unique approaches, to alpha design, covering a wide variety of topics, ranging from abstract theory to concrete technical aspects. You'll learn the dos and don'ts of information research, fundamental analysis, statistical arbitrage, alpha diversity, and more, and then delve into more advanced areas and more complex designs. The companion website, www.worldquantchallenge.com, features alpha examples with formulas and explanations. Further, this book also provides practical guidance for using WorldQuant's online simulation tool WebSim® to get hands-on practice in alpha design.
Alpha is an algorithm which trades financial securities. This book shows you the ins and outs of alpha design, with key insight from experienced practitioners.
- Learn the seven habits of highly effective quants
- Understand the key technical aspects of alpha design
- Use WebSim® to experiment and create more successful alphas
Finding Alphas is the detailed, informative guide you need to start designing robust, successful alphas.
Uncovering new areas of potential profit in financial data takes focused dedication. Precise techniques and know-how are required to design the alphas at the core of trading systems that reflect these opportunities. In Finding Alphas, successful members of the global team at WorldQuant provide their insights, which are based on years of experience. These top innovative quants practicing the alchemic art of generating trading signals reveal their unique approaches to creative alpha design. WorldQuant Founder and CEO Igor Tulchinsky and CIO Geoffrey Lauprete begin with a fresh introduction to alphas, including the life cycle of alphas and methods that can be used to cut losses. In the cogently organized collection of essays that follow, highly-experienced quants reveal a full range of nuts-and-bolts processes for designing alphas, and the nuances of perfecting their accuracy and automation. Conversational discussions supplemented with clarifying charts, diagrams, and tables offer straightforward explanations of:
- The key steps to developing, evaluating, and improving quality alphas.
- Make-or-break technical details of turnover, backtesting, fundamental analysis, equity price volume, statistical arbitrage, overfitting, and alpha diversity.
- The dos and don'ts of information research, fundamental analysis, statistical arbitrage, alpha diversity, and more.
- Alpha design for various asset classes such as futures and currencies, and the effect of news and social media on stock returns.
When you're ready to walk the walk, the free WebSim ® simulation tool enables you to backtest and experiment with alphas that you create. If your alphas perform well, they may be included in actual quant trading investment strategies managed by WorldQuant. Finding Alphas is your resource for uncovering the creative processes used to identify alphas that remain undiscovered by the wider market. Its goal is to illuminate the methods for seeking profitable trading strategies.
