Algorithmic Short Selling with Python

If you are in the long/short business, learning how to sell short is not a choice. Short selling is the key to raising assets under management. This book will help you demystify and hone the short selling craft, providing Python source code to construct a robust long/short portfolio. It discusses fundamental and advanced trading concepts from the perspective of a veteran short seller.

This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short hedge fund algorithmic traders. You’ll explore key concepts such as trading psychology, trading edge, regime definition, signal processing, position sizing, risk management, and asset allocation, one obstacle at a time. Along the way, you’ll will discover simple methods to consistently generate investment ideas, and consider variables that impact returns, volatility, and overall attractiveness of returns.

By the end of this book, you’ll not only become familiar with some of the most sophisticated concepts in capital markets, but also have Python source code to construct a long/short product that investors are bound to find attractive.

Type
ebook
Category
publication date
2021-09-30
what you will learn

Develop the mindset required to win the infinite, complex, random game called the stock market
Demystify short selling in order to generate alpa in bull, bear, and sideways markets
Generate ideas consistently on both sides of the portfolio
Implement Python source code to engineer a statistically robust trading edge
Develop superior risk management habits
Build a long/short product that investors will find appealing

no of pages
376
duration
752
key features
Understand techniques such as trend following, mean reversion, position sizing, and risk management in a short-selling context * Implement Python source code to explore and develop your own investment strategy * Test your trading strategies to limit risk and increase profits
approach
This book adopts a step-by-step approach to develop a robust trading edge and to help long/short market participants learn game-changing asset allocation algorithms that can be used to explore and develop customized investment strategies.
audience
This is a book by a practitioner for practitioners. It is designed to benefit a wide range of people, including long/short market participants, quantitative participants, proprietary traders, commodity trading advisors, retail investors (pro retailers, students, and retail quants), and long-only investors.

At least 2 years of active trading experience, intermediate-level experience of the Python programming language, and basic mathematical literacy (basic statistics and algebra) are expected.
meta description
Leverage Python source code to revolutionize your short selling strategy and to consistently make profits in bull, bear, and sideways markets
short description
This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short algorithmic traders. Along the way, we will explore several key concepts, such as trading edge, frequency, signal processing, trading psychology, capital efficiency, risk management, and asset allocation, one stumbling block at a time.
subtitle
Refine your algorithmic trading edge, consistently generate investment ideas, and build a robust long/short product
keywords
investing; quantitative trading; fluent python; master python; mastering python; Trading stocks; stock trading
Product ISBN
9781801815192