Mastering Financial Pattern Recognition: Finding and Back-Testing Candlestick Patterns with Python

Sofien Kaabar

oct 2022 · "O'Reilly Media, Inc."

Libro electrónico

290

Páginas

Apto

Acerca de este libro electrónico

Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and back-test the profitability of candlestick patterns.

Financial author, trading consultant, and institutional market strategist Sofien Kaabar shows you how to create a candlestick scanner and indicator so you can compare the profitability of these patterns. With this hands-on book, you'll also explore a new type of charting system similar to candlesticks, as well as new patterns that have never been presented before.

With this book, you will:

Create and understand the conditions required for classic and modern candlestick patterns
Learn the market psychology behind them
Use a framework to learn how back-testing trading strategies are conducted
Explore different charting systems and understand their limitations
Import OHLC historical FX data in Python in different time frames
Use algorithms to scan for and reproduce patterns
Learn a pattern's potential by evaluating its profitability and predictability

Acerca del autor

Sofien Kaabar is a financial author, trading consultant, and institutional market strategist specializing in the currencies market with a focus on Technical & Quantitative topics. Sofien's goal is to make Technical Analysis objective by incorporating clear conditions that can be analyzed and created with the use of technical indicators that rival existing ones.Having elaborated many successful trading algorithms, Sofien is now sharing back the knowledge he has acquired over the years to make it accessible to everyone.

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