This strategy combines Bollinger Bands, the Stochastic Oscillator, and Average True Range (ATR) for trading opportunities based on volatility, momentum, and trend confirmation.
Features Bollinger Bands:
Calculates dynamic upper and lower bands around a moving average. Identifies overbought and oversold price levels. Stochastic Oscillator:
Detects momentum shifts in overbought (>80) and oversold (<20) regions. %K and %D crossings confirm entry points. ATR Integration:
Measures market volatility. Confirms signals by requiring ATR to exceed a threshold for valid trades. Strategy Logic Buy Condition:
Price closes below the lower Bollinger Band, signaling oversold conditions. Stochastic %K crosses above %D in the oversold region (<20). ATR is above the calculated ATR threshold, confirming sufficient volatility. Sell Condition:
Price closes above the upper Bollinger Band, signaling overbought conditions. Stochastic %K crosses below %D in the overbought region (>80). ATR is above the calculated ATR threshold. Exit Strategy:
Uses ATR-based Stop Loss and Take Profit levels for dynamic risk management. Visualization Bollinger Bands: Blue basis, red upper band, green lower band, and light blue fill. Stochastic Oscillator: Purple %K, orange %D, with overbought (80) and oversold (20) levels. ATR: Visualized with a blue line and a gray ATR threshold for better analysis of market conditions. Customization Bollinger Bands:
Default Length: 14 Default Multiplier: 1.5 Stop Loss and Take Profit:
Based on ATR for dynamic trade exits. This strategy is ideal for traders looking to capitalize on volatility and momentum signals, with added confirmation from ATR to filter out low-volatility environments.