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Getting Started with Forex Trading Using Python

You're reading from   Getting Started with Forex Trading Using Python Beginner's guide to the currency market and development of trading algorithms

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Product type Paperback
Published in Mar 2023
Publisher Packt
ISBN-13 9781804616857
Length 384 pages
Edition 1st Edition
Languages
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Author (1):
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Alex Krishtop Alex Krishtop
Author Profile Icon Alex Krishtop
Alex Krishtop
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Introduction to FX Trading Strategy Development
2. Chapter 1: Developing Trading Strategies – Why They Are Different FREE CHAPTER 3. Chapter 2: Using Python for Trading Strategies 4. Chapter 3: FX Market Overview from a Developer's Standpoint 5. Part 2: General Architecture of a Trading Application and A Detailed Study of Its Components
6. Chapter 4: Trading Application: What’s Inside? 7. Chapter 5: Retrieving and Handling Market Data with Python 8. Chapter 6: Basics of Fundamental Analysis and Its Possible Use in FX Trading 9. Chapter 7: Technical Analysis and Its Implementation in Python 10. Chapter 8: Data Visualization in FX Trading with Python 11. Part 3: Orders, Trading Strategies, and Their Performance
12. Chapter 9: Trading Strategies and Their Core Elements 13. Chapter 10: Types of Orders and Their Simulation in Python 14. Chapter 11: Backtesting and Theoretical Performance 15. Part 4: Strategies, Performance Analysis, and Vistas
16. Chapter 12: Sample Strategy – Trend-Following 17. Chapter 13: To Trade or Not to Trade – Performance Analysis 18. Chapter 14: Where to Go Now? 19. Index 20. Other Books You May Enjoy

Summary

In this chapter, we familiarized ourselves with the most basic yet essential performance metrics. We understand now that there are three main aspects that help assess the strategy performance: trade analysis, alpha-related metrics such as returns, and beta-related metrics such as the volatility of returns and analysis of drawdowns. We learned about the main factors that always have a negative impact on performance, such as spread, slippage, commission, and overnight swaps, and we saw how we can realistically account for them in our assessment.

We have had a surface peek into the basics of capital management and considered alpha and beta, in a simplified form, but at least in a helpful enough way to improve our judgments regarding strategy. Finally, we carefully considered the leverage, saw its double-edged nature, and adopted the correct way of choosing the leverage for markets traded on margin, such as FX.

Of course, this chapter is only an introduction to the vast,...

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