Nadaraya-Watson Kernel Regression
Indicateur
147 téléchargements
Version 1.0, Nov 2025
Windows, Mac
5.0
Avis : 1
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Depuis le 20/12/2024
8.43K
Installations gratuites

Description

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


Explore a wide range of market analysis tools—from structure and volume to regression, volatility, and custom timeframes.

Source code is available on GitHub repository.

All free to use. But if you feel like sending coffee support, you can route it here.


Support/Resistance


Volume


Moving Averages


Utilities/Custom


Regression-Based


Volatility


Oscillators


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DISCLAIMER

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


FEECBACK & 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.

Résumé

Résumé IA
The Nadaraya-Watson Kernel Regression indicator provides an adaptive trend analysis tool using Gaussian kernel-weighted regression. It generates ultra-smooth trend lines by weighting nearby bars more heavily while distant bars fade exponentially, avoiding fixed-period lag typical of moving averages. This approach allows the indicator to automatically adjust to local price structures, delivering minimal lag and faster response to genuine trend changes.
Key features include dynamic color coding with lime indicating uptrends and red indicating downtrends, offering instant visual confirmation of trend direction through a noise-free, two-color design. Users can fine-tune the indicator’s responsiveness and smoothness via adjustable bandwidth and select a flexible lookback window ranging from 50 to 2000 bars to suit various timeframes and market conditions.
The indicator emphasizes mathematical precision and visual simplicity, requiring no complex settings. It is designed for traders seeking an adaptive smoothing method for trend identification without arbitrary period selection. This tool supports scalping strategies and is part of a broader suite of market analysis indicators focused on regression, volume, volatility, and custom timeframes.
Profil de l'indicateur

Avis clients

5.0
Avis : 1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
Avis clients
May 3, 2026
This indicator utilizes Gaussian kernel weighting to deliver mathematically superior smoothing. By fading distant data exponentially, it eliminates the lag of fixed-period averages while adapting to local price structure in real-time. A noise-free, two-color design provides instant trend clarity with institutional-grade precision. Ideal for traders seeking a responsive, high-fidelity trend filter.

Discussion

Questions fréquentes

Scalping
Les produits disponibles sur cTrader Store, notamment les bots de trading, les indicateurs et les plug-ins, sont fournis par des développeurs tiers et mis à disposition à titre informatif et à des fins d'accÚs technique uniquement. cTrader Store n'est pas un courtier et ne fournit aucun conseil en investissement, aucune recommandation personnelle ni aucune garantie quant aux performances futures.

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Prix

Depuis le 20/12/2024
8.43K
Installations gratuites