Doji Pattern

Doji is one of the commonly used candlestick patterns in quantitative trading, representing a neutral pattern.

Calculation Principle

Doji pattern is identified by the following conditions:

1. Opening and closing prices are the same or very close
2. Indicates market indecision
3. Pattern appears at a trend reversal point
4. Can be bullish or bearish depending on the context
5. Often used in combination with other patterns

Parameter Description

• Input Parameters:
  • Open: Opening price
  • High: Highest price
  • Low: Lowest price
  • Close: Closing price
• Parameters:
  • penetration: Body penetration ratio (default: 0)

Usage Recommendations

1. Use in combination with other technical indicators
2. Pay attention to the overall market trend
3. Monitor volume confirmation
4. Set reasonable stop-loss levels
5. Watch for false breakouts

Notes

• Ensure data quality
• Pay attention to pattern completeness
• Consider market environment
• Watch for false signals
• Combine with fundamental analysis
• Pay attention to risk control
• Regularly evaluate strategy effectiveness
• Optimize parameters