Mastering Financial Pattern Recognition: Finding and Back-Testing Candlestick Patterns with Python
暫譯: 掌握金融模式識別:使用 Python 尋找和回測蠟燭圖模式
Kaabar, Sofien
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商品描述
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 backtest 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 guide, 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 backtesting 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
商品描述(中文翻譯)
蠟燭圖已成為金融交易平台和圖表程式的關鍵組成部分。透過這些圖表,交易者可以學習解讀價格行為歷史和預測的潛在模式。本書提供了從A到Z的指南,向投資組合經理、量化分析師、策略師和分析師展示如何使用Python來識別、掃描、交易和回測蠟燭圖模式的獲利能力。
金融作家、交易顧問及機構市場策略師Sofien Kaabar將向您展示如何創建蠟燭圖掃描器和指標,以便您能夠比較這些模式的獲利能力。透過這本實用指南,您還將探索一種類似於蠟燭圖的新型圖表系統,以及從未呈現過的新模式。
透過本書,您將:
- 創建並理解經典和現代蠟燭圖模式所需的條件
- 學習其背後的市場心理
- 使用框架學習如何進行交易策略的回測
- 探索不同的圖表系統並理解其限制
- 在Python中以不同時間框架導入OHLC歷史外匯數據
- 使用算法掃描和重現模式
- 通過評估模式的獲利能力和可預測性來了解其潛力