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Nadaraya-Watson Kernel Regression
02/12/2025
23
Desktop
Since 20/12/2024
Free installs
741
"Nadaraya-Watson Kernel Regression" uploaded image"Nadaraya-Watson Kernel Regression" uploaded image"Nadaraya-Watson Kernel Regression" uploaded image

Adaptive trend analysis using kernel-weighted regression mathematics.


Applies Gaussian kernel weighting where nearby bars influence more and distant bars fade exponentially, creating ultra-smooth trend lines without fixed-period lag.

Automatic adjustment to local price structure, minimal lag compared to traditional moving averages, dynamic color coding (Lime uptrend, Red downtrend), adjustable bandwidth for responsiveness tuning, flexible lookback window (50-2000 bars), and two-color noise-free design deliver mathematically precise trend identification for traders seeking adaptive smoothing without arbitrary period selection.


Features


Kernel-Weighted Calculation

  • Nearby bars influence more, distant bars fade exponentially—no arbitrary fixed periods
  • Gaussian kernel weighting for mathematically optimal smoothing
  • Automatically adjusts to local price structure without manual recalibration
  • Minimal lag: Responds faster to genuine trend changes than equivalent moving averages


Dynamic Color Coding

  • Lime: Uptrend
  • Red: Downtrend
  • Instant visual confirmation of trend direction
  • Discontinuous line display: Color changes are instant and visually clear


Adjustable Parameters

  • Bandwidth: Fine-tune responsiveness vs. smoothness
  • Flexible lookback window: 50-2000 bars to match your timeframe
  • Adapts to different market conditions and trading styles


Clean Design

  • Two colors, zero clutter—either trending up or trending down
  • Noise-free trend identification
  • No complex settings required
  • Visual simplicity with mathematical precision


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More Free Indicators


Check out my other indicators—each one built with production-level code quality and practical features traders actually need.

All free to use. But if you feel like sending coffee support, you can route it to tinyurl(dot)com/coffee-supply


Moving Averages


Regression-Based


Support/Resistance


Volatility


Volume Indicators


Utilities/Custom


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Disclaimer

Trading involves risk. This indicator is intended for technical analysis only — always apply proper risk management and trade responsibly.


Feedback & Improvements

If you have suggestions, feature requests, or ideas for enhancement, please leave a comment in the Discussion tab. Your feedback helps improve the indicator for everyone.

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