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Getting Started with Forex Trading Using Python

You're reading from  Getting Started with Forex Trading Using Python

Product type Book
Published in Mar 2023
Publisher Packt
ISBN-13 9781804616857
Pages 384 pages
Edition 1st Edition
Languages
Author (1):
Alex Krishtop Alex Krishtop
Profile icon Alex Krishtop

Table of Contents (21) Chapters

Preface Part 1: Introduction to FX Trading Strategy Development
Chapter 1: Developing Trading Strategies – Why They Are Different Chapter 2: Using Python for Trading Strategies Chapter 3: FX Market Overview from a Developer's Standpoint Part 2: General Architecture of a Trading Application and A Detailed Study of Its Components
Chapter 4: Trading Application: What’s Inside? Chapter 5: Retrieving and Handling Market Data with Python Chapter 6: Basics of Fundamental Analysis and Its Possible Use in FX Trading Chapter 7: Technical Analysis and Its Implementation in Python Chapter 8: Data Visualization in FX Trading with Python Part 3: Orders, Trading Strategies, and Their Performance
Chapter 9: Trading Strategies and Their Core Elements Chapter 10: Types of Orders and Their Simulation in Python Chapter 11: Backtesting and Theoretical Performance Part 4: Strategies, Performance Analysis, and Vistas
Chapter 12: Sample Strategy – Trend-Following Chapter 13: To Trade or Not to Trade – Performance Analysis Chapter 14: Where to Go Now? Index Other Books You May Enjoy

Net profit versus buy and hold

This is the first thing to check after you have confirmed that the average trade is greater than the required absolute minimum to cover all trading costs. Buy and hold means that we buy the same quantity of the currency that we use in backtest, hold the position for the entire period of the backtest, and then look at the final profit and loss (PnL), on the last bar of the price time series. In our case, we should buy 10,000 AUD/USD, hold it for approximately 3 years, and look at the return from this single trade.

I recommend comparing not only the net profits of the strategy and buy and hold but also the equity curves: this will give us an idea about the change in the equity over time in both scenarios.

Let’s quickly create the equity curve of a buy-and-hold strategy. As you remember, we isolated the trade logic into a separate function, tradeLogic(), so we only should rewrite the part between the Trade logic starts here and Trade logic ends...

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