UT Bot Kernel Regression MT5
- Индикаторы
- Версия: 1.0
- Активации: 5
Advanced Trend Identification & Volatility Filtering
The UT Bot + Kernel Regression indicator is a professional-grade technical analysis tool engineered for precise market timing. By combining the highly popular, volatility-based UT Bot with the institutional-grade smoothing of Nadaraya-Watson Kernel Regression, this tool provides traders with a robust framework for identifying high-probability entry and exit points while drastically reducing false signals in ranging markets.
Engineered specifically for low-latency execution and high-performance environments, this indicator processes tick data efficiently without bogging down your terminal.
🧠 The Logic Behind the Indicator
This tool merges two powerful quantitative concepts into a single, cohesive interface:
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The UT Bot (Volatility-Based Trailing): At its core, the UT Bot calculates a trailing stop based on the Average True Range (ATR). When the price closes above the trailing stop, it generates a BUY signal. When it closes below, it generates a SELL signal.
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Kernel Regression (Advanced Smoothing): Traditional moving averages suffer from significant lag. To solve this, the indicator applies the Nadaraya-Watson estimator to the price data. This creates a highly responsive, dynamic baseline that maps the true underlying trend.
For the quantitatively inclined, the smoothing applies a Gaussian kernel where the localized weighting is defined as:
$K_h(x) = \frac{1}{h} K(\frac{x}{h})$
This ensures that the most recent price action is weighted appropriately to reduce lag, while historical data smoothly filters out market noise.
✨ Key Features
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Dual-Confirmation System: Trade only when the UT Bot signal aligns with the broader Kernel Regression trend direction.
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Non-Repainting Signals: Once a candle closes and a signal is printed, it is permanently locked on the chart.
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Low-Latency Optimization: Codebase is heavily optimized for fast execution, ensuring milliseconds matter when executing automated or manual strategies.
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Fully Customizable: Fine-tune the ATR Period, ATR Multiplier, and Kernel Bandwidth (lookback window) to fit any asset class—from Forex and Crypto to high-tick futures.
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Comprehensive Alert System: Never miss a setup with built-in MetaTrader alerts, including Pop-up, Email, and Push Notifications straight to your mobile device.
📈 How to Trade Using This Indicator
Long (Buy) Setups:
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Wait for the Kernel Regression line to slope upward (often turning a bullish color).
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Price must be trading above the Kernel Regression line.
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Enter when the UT Bot prints a Green BUY Arrow.
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Stop Loss: Place below the recent swing low or below the Kernel line.
Short (Sell) Setups:
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Wait for the Kernel Regression line to slope downward.
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Price must be trading below the Kernel Regression line.
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Enter when the UT Bot prints a Red SELL Arrow.
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Stop Loss: Place above the recent swing high or above the Kernel line.
⚙️ Recommended Settings & Timeframes
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Timeframes: Highly effective on M15, H1, and H4 charts. (For scalping on M1 or M5, reduce the Kernel Bandwidth to increase responsiveness).
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Assets: Works flawlessly across major Forex pairs (EURUSD, GBPJPY), Commodities (XAUUSD), and Indices.
