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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

Modeling – forecasting the future doesn’t necessarily mean practical benefits

In order to keep the discussion consistent, we need to draw a thin but solid line between trading and modeling. Sometimes, these two terms are seriously confused and may lead not only to misunderstanding but also to losing money.

Modeling is a research activity that aims at building a model that explains the observed data. For example, Ptolemy developed a geocentric model of the Solar System, whereas Nicolaus Copernicus suggested a model of the Earth spinning around its own axis and traveling around the Sun on an elliptical orbit – now known as the heliocentric model. Both models explain the observed data: that the Sun visually moves around the Earth, that day follows night, and that seasons change in order. However, the heliocentric model proved to be far more precise and easy to use, so the other one was abandoned.

In the financial world, modeling a market means finding a set...

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