Mastering Financial Pattern Recognition

Spis treści książki

• Preface
  • Why This Book?
  • Target Audience
  • Conventions Used in This Book
  • Using Code Examples
  • OReilly Online Learning
  • How to Contact Us
  • Acknowledgments
• 1. Importing and Processing Financial Data in Python
  • Installing the Environment
  • Creating the Importing Algorithm 
  • Putting It All Together
  • Summary
• 2. Algorithmic Mindset and Functions
  • Coding the Primal Functions 
    • The Function to Add Columns to an Array
    • The Function to Delete Columns from an Array
    • The Function to Add Rows to an Array
    • The Function to Remove Rows from an Array
    • The Function to Round Numbers
  • Coding Signals
  • Creating the Signal Charts
  • Coding Performance Evaluation Functions
    • The Hit Ratio
    • The Rate of Return
    • The Profit Factor
    • The Risk-Reward Ratio
    • The Number of Trades
    • Creating a Performance Evaluation Function
    • A Hypothetical Example: Appraising Performance
      • What is the hit ratio of the period between 2017 and 2021?
      • What is the net profit factor between 2017 and 2021? How would you interpret it?
      • What is the realized risk-reward ratio between 2017 and 2021? And how does it compare to the theoretical risk-reward ratio?
      • How should we interpret the frequency of signals?
      • Is this a well-managed portfolio?
• 3. Introducing Technical Analysis
  • Charting Analysis
  • Indicator Analysis
    • Moving Averages
    • The Relative Strength Index
  • Pattern Recognition
  • Common Pitfalls of Technical Analysis
    • Wanting to Get Rich Quickly
    • Forcing the Patterns
    • Hindsight Bias, the Dream Smasher
    • Assuming That Past Events Have the Same Future Outcome
    • Making Things More Complicated Than They Need to Be
  • Technical Analysis Best Practices
    • Harness the Power of Different Time Frames
    • Use More Than One Strategy or Indicator
    • Choose the Right Type of Strategy for Current Market Conditions
    • Dont Underestimate Default Parameters
• 4. Classic Trend-Following Patterns
  • The Marubozu Pattern
  • The Three Candles Pattern
  • The Tasuki Pattern
  • The Three Methods Pattern
  • The Hikkake Pattern
• 5. Modern Trend-Following Patterns
  • The Quintuplets Pattern
  • The Double Trouble Pattern
  • The Bottle Pattern
  • The Slingshot Pattern
  • The H Pattern
• 6. Classic Contrarian Patterns
  • The Doji Pattern
    • The Dragonfly Doji
    • The Gravestone Doji
    • The Flat Doji
    • The Double Doji
    • The Tri Star Doji
  • The Harami Pattern
  • The On Neck Pattern
  • The Tweezers Pattern
  • The Stick Sandwich Pattern
  • The Hammer Pattern
  • The Star Pattern
  • The Piercing Pattern
  • The Engulfing Pattern
  • The Abandoned Baby Pattern
  • The Spinning Top Pattern
  • The Inside Up/Down Pattern
  • The Tower Pattern
• 7. Modern Contrarian Patterns
  • The Doppelgänger Pattern
  • The Blockade Pattern
  • The Euphoria Pattern
  • The Barrier Pattern
  • The Mirror Pattern
  • The Shrinking Pattern
• 8. Advanced Candlestick-Charting Systems
  • Heikin-Ashi System
    • Detecting the Doji Pattern
    • Detecting the Tasuki Pattern
    • Detecting the Euphoria Pattern
    • Detecting the Double Trouble Pattern
  • Ks Candlesticks System
    • Detecting the Doji Pattern
    • Detecting the Tasuki Pattern
    • Detecting the Euphoria Pattern
    • Detecting the Double Trouble Pattern
• 9. Candlestick Patterns Exit Techniques
  • The Symmetrical Exit Technique
  • The Fixed Holding Period Exit Technique
  • The Variable Holding Period Exit Technique
  • The Hybrid Exit Technique
  • Pattern Invalidation
• 10. Candlestick-Based Trend-Following Strategies
  • Combining the Double Trouble Pattern with the RSI
  • Combining the Three Candles Pattern with Moving Averages
  • Combining the Bottle Pattern with the Stochastic Oscillator
  • Combining the Marubozu Pattern with Ks Volatility Bands
  • Combining the H Pattern with the Trend Intensity Index
• 11. Candlestick-Based Contrarian Strategies
  • Combining the Doji Pattern with the RSI
  • Combining the Engulfing Pattern with Bollinger Bands
  • Combining the Piercing Pattern with the Stochastic Oscillator
  • Combining the Euphoria Pattern with Ks Envelopes
  • Combining the Barrier Pattern with the RSI-ATR
• 12. Risk Management and Trading Psychology
  • Basics of Risk Management
    • Stops and Targets
    • Trailing Stops
    • Position Sizing
    • Economic Calendar
  • Behavioral Finance: The Power of Biases
    • Cognitive Biases
    • Emotional Biases
  • Trading Framework
• Index

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