Nadaraya-Watson Kernel Regression

15/11/2025
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가입일 20/12/2024
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Adaptive trend analysis using kernel-weighted regression mathematics.
The Nadaraya-Watson Kernel Regression applies Gaussian kernel weighting to price data, creating ultra-smooth trend lines that adapt to market structure without the fixed lag of traditional moving averages.
Perfect For
- Traders who value clean, noise-free trend identification
- Structure-based analysis—see true momentum without high-frequency whipsaws
- Patient hunters waiting for high-probability pullback entries
- Multi-timeframe trend alignment strategies
What Makes It Different
- Kernel-weighted calculation: Nearby bars influence more, distant bars fade exponentially—no arbitrary fixed periods
- Dynamic color coding: Instant visual confirmation of trend direction (Lime = Up, Red = Down)
- Minimal lag: Responds faster to genuine trend changes than equivalent moving averages
- Adaptive smoothing: Automatically adjusts to local price structure without manual recalibration
- Clean design: Just two colors, zero clutter—either trending up or trending down
Key Features
- Gaussian kernel weighting for mathematically optimal smoothing
- Adjustable bandwidth: Fine-tune responsiveness vs. smoothness
- Flexible lookback window: 50-2000 bars to match your timeframe
- Discontinuous line display: Color changes are instant and visually clear
Mathematical precision meets visual simplicity. No complex settings, just kernel regression and trade.
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