Book Image

Mastering Python for Finance

Book Image

Mastering Python for Finance

Overview of this book

Table of Contents (17 chapters)
Mastering Python for Finance
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Designing and implementing a backtesting system


Now that we have an idea of designing a video game for creating a backtesting trading system, we can begin our object-oriented approach by first defining the required classes for the various components in our trading system.

We are interested in implementing a simple backtesting system to test a mean-reverting strategy. Using the daily historical prices from Google Finance, we will take the closing price of each day to compute the volatility of price returns for a particular stock, using the ticker symbol AAPL as an example. We want to test a theory that if the standard deviation of returns for an elapsed number of days is far from the mean of zero by a particular threshold, a buy or sell signal is generated. When such a signal is indeed generated, a market order is sent to the exchange to be executed at the opening price of the next trading day.

As soon as we open a position, we would like to track our unrealized and realized profits till date...