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Kinetic Kalman Breakout
🚀 Kinetic Kalman Breakout
Kinetic Kalman Breakout (KKB) is a high-tech trend-following strategy powered by an Adaptive Kalman Filter. Unlike traditional moving averages that suffer from fixed lag, this algorithm utilizes a state-space mathematical model to predict price movement, effectively filtering out market noise while reacting instantly to genuine trend shifts.
🧠 How It Works
The core of the strategy is the Kalman Filter, which dynamically estimates the "true" price of the asset by separating random volatility from the underlying trend. Adaptive volatility bands are then constructed around this line based on the Mean Absolute Error (MAE).
LONG Entry: Triggered when the price closes above the upper band (Volatility Breakout).
SHORT Entry: Triggered when the price closes below the lower band.
The Logic: The strategy operates on an "Always-in-the-Market" principle, flipping the position whenever the trend phase changes. This approach ensures you capture the full meat of large price swings without exiting prematurely.
💎 Optimized for ETH/USDT
This version comes with hard-coded parameters specifically tuned for Ethereum on the 15-minute timeframe. These settings are the result of an extensive backtest covering over 200,000 candles (6+ years of data):
Timeframe: 15 min
Process Noise Settings: Calibrated to capture ETH’s medium-term momentum.
Band Lookback (200): Ensures smooth boundaries and provides a robust shield against "fakeouts."
🛡️ Money Management
Initial Capital: $10,000
Order Size: $1,000 (fixed cash volume for consistent growth).
Commission: 0.05% (pre-calculated for realistic performance metrics).
Kinetic Kalman Breakout (KKB) is a high-tech trend-following strategy powered by an Adaptive Kalman Filter. Unlike traditional moving averages that suffer from fixed lag, this algorithm utilizes a state-space mathematical model to predict price movement, effectively filtering out market noise while reacting instantly to genuine trend shifts.
🧠 How It Works
The core of the strategy is the Kalman Filter, which dynamically estimates the "true" price of the asset by separating random volatility from the underlying trend. Adaptive volatility bands are then constructed around this line based on the Mean Absolute Error (MAE).
LONG Entry: Triggered when the price closes above the upper band (Volatility Breakout).
SHORT Entry: Triggered when the price closes below the lower band.
The Logic: The strategy operates on an "Always-in-the-Market" principle, flipping the position whenever the trend phase changes. This approach ensures you capture the full meat of large price swings without exiting prematurely.
💎 Optimized for ETH/USDT
This version comes with hard-coded parameters specifically tuned for Ethereum on the 15-minute timeframe. These settings are the result of an extensive backtest covering over 200,000 candles (6+ years of data):
Timeframe: 15 min
Process Noise Settings: Calibrated to capture ETH’s medium-term momentum.
Band Lookback (200): Ensures smooth boundaries and provides a robust shield against "fakeouts."
🛡️ Money Management
Initial Capital: $10,000
Order Size: $1,000 (fixed cash volume for consistent growth).
Commission: 0.05% (pre-calculated for realistic performance metrics).
開源腳本
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開源腳本
秉持TradingView一貫精神，這個腳本的創作者將其設為開源，以便交易者檢視並驗證其功能。向作者致敬！您可以免費使用此腳本，但請注意，重新發佈代碼需遵守我們的社群規範。
Professional Trader
Capital Management
Capital Management
免責聲明
這些資訊和出版物並非旨在提供，也不構成TradingView提供或認可的任何形式的財務、投資、交易或其他類型的建議或推薦。請閱讀使用條款以了解更多資訊。