OPEN-SOURCE SCRIPT
Enhanced Trend Following Strategy for DOGEUSDT (1-Min Chart)
This strategy is designed to capitalize on trend momentum while minimizing risk through calculated entries and exits. With a focus on high-frequency trading, it leverages key technical indicators such as EMA crossovers, ADX trend strength, and RSI for market momentum analysis.
Performance Overview
Net Profit: +7,176.92 USDT (0.72%)
Total Closed Trades: 39
Win Rate: 76.92%
Profit Factor: 1.819
Max Drawdown: 3,600.01 USDT (0.36%)
Avg Trade: 184.02 USDT (0.18%)
Avg # Bars in Trades: 39
Key Features
Dual EMA Trend Confirmation:
A fast EMA (e.g., 50-period) and slow EMA (e.g., 200-period) identify strong trend directions and crossovers to confirm entry points.
ADX Trend Strength Filtering:
The Average Directional Index (ADX) helps ensure trades are only taken during strong trending conditions, avoiding choppy markets.
RSI Momentum Indicator:
Avoids overbought/oversold conditions by filtering entries when RSI is in favorable territory.
Multi-Timeframe Analysis:
Uses higher timeframe data to confirm trend direction, adding robustness to the strategy.
Risk Management:
Dynamic stop-loss and take-profit levels adjust based on market volatility to capture optimal profit potential.
Trade Logic
Long Entry:
When the fast EMA crosses above the slow EMA, ADX confirms a strong trend, and RSI indicates upward momentum.
Stop-loss set below recent swing low, take-profit at a 5-10% gain target.
Short Entry:
When the fast EMA crosses below the slow EMA, ADX confirms a downtrend, and RSI indicates downward momentum.
Stop-loss above recent swing high, take-profit at a 5-10% gain target.
Exit Conditions:
Take profit triggered when predefined levels are hit, or an opposite crossover occurs.
Stop loss triggered on price reversal beyond key support/resistance levels.
Potential Improvements
Fine-tuning ADX smoothing to reduce whipsaws.
Experimenting with dynamic position sizing based on ATR.
Adding volume-based confirmations for increased accuracy.
This strategy provides a solid foundation for trend-following traders, especially on shorter timeframes such as the 1-minute chart, with a strong focus on maintaining a high win rate and keeping drawdowns under control.
Give it a shot and optimize it further to suit your trading style!
Performance Overview
Net Profit: +7,176.92 USDT (0.72%)
Total Closed Trades: 39
Win Rate: 76.92%
Profit Factor: 1.819
Max Drawdown: 3,600.01 USDT (0.36%)
Avg Trade: 184.02 USDT (0.18%)
Avg # Bars in Trades: 39
Key Features
Dual EMA Trend Confirmation:
A fast EMA (e.g., 50-period) and slow EMA (e.g., 200-period) identify strong trend directions and crossovers to confirm entry points.
ADX Trend Strength Filtering:
The Average Directional Index (ADX) helps ensure trades are only taken during strong trending conditions, avoiding choppy markets.
RSI Momentum Indicator:
Avoids overbought/oversold conditions by filtering entries when RSI is in favorable territory.
Multi-Timeframe Analysis:
Uses higher timeframe data to confirm trend direction, adding robustness to the strategy.
Risk Management:
Dynamic stop-loss and take-profit levels adjust based on market volatility to capture optimal profit potential.
Trade Logic
Long Entry:
When the fast EMA crosses above the slow EMA, ADX confirms a strong trend, and RSI indicates upward momentum.
Stop-loss set below recent swing low, take-profit at a 5-10% gain target.
Short Entry:
When the fast EMA crosses below the slow EMA, ADX confirms a downtrend, and RSI indicates downward momentum.
Stop-loss above recent swing high, take-profit at a 5-10% gain target.
Exit Conditions:
Take profit triggered when predefined levels are hit, or an opposite crossover occurs.
Stop loss triggered on price reversal beyond key support/resistance levels.
Potential Improvements
Fine-tuning ADX smoothing to reduce whipsaws.
Experimenting with dynamic position sizing based on ATR.
Adding volume-based confirmations for increased accuracy.
This strategy provides a solid foundation for trend-following traders, especially on shorter timeframes such as the 1-minute chart, with a strong focus on maintaining a high win rate and keeping drawdowns under control.
Give it a shot and optimize it further to suit your trading style!
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