Nadaraya-Watson Kernel Regression
Indicator
146 downloads
Version 1.0, Nov 2025
Windows, Mac
5.0
Reviews: 1
Trading product for Nadaraya-Watson Kernel Regression Indicator Scalping, image 2
Trading product for Nadaraya-Watson Kernel Regression Indicator Scalping, image 3
Trading product for Nadaraya-Watson Kernel Regression Indicator Scalping, image 4
Since 20/12/2024
8.35K
Free installs

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


__________________________________________________________________________________________


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


__________________________________________________________________________________________


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.

Summary

AI summary
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.
Indicator profile

Customer reviews

5.0
Reviews: 1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
Customer reviews
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

FAQ

Scalping
Products available through cTrader Store, including trading bots, indicators and plugins, are provided by third-party developers and made available for informational and technical access purposes only. cTrader Store is not a broker and does not provide investment advice, personal recommendations or any guarantee of future performance.

More from this author

Indicator
VWAP
Customizable VWAP with flexible reset, three band methods, and full Fibonacci level control.
Indicator
Fibonacci
Fair Value Gap
Detect FVGs with age, status, Fibonacci levels, and customizable fill threshold—extended version.
Indicator
Fibonacci
Clear pivot levels. Clean S/R zones. Five methods. Any timeframe.
Indicator
Forex
Crypto
+3
Volume distribution analysis with Market Profile TPO integration.
Indicator
Forex
Crypto
+3
Custom and native timeframes display with OHLC lines, moving averages, and Fibonacci levels.
Indicator
Forex
Crypto
+3
VSA indicator analyzing volume, spread, and close location to detect supply/demand imbalances.
Indicator
Breakout
Fibonacci
Track Initial Balance ranges across any period with optional Fibonacci levels and projections.
Indicator
Forex
Crypto
+3
28-method MA library in one indicator — from classic EMAs to adaptive & zero-lag variants.
Indicator
Breakout
Plots automatic psychological levels at round-number zones – major structure & liquidity levels.
Indicator
Breakout
Fibonacci
Statistically-grounded trend channels via linear regression — clear trend & reversal zones.
Indicator
Forex
Crypto
+3
Volume profiler applying Wyckoff effort vs result and spread analysis with visual bar graphs.
Indicator
Forex
Crypto
+3
John Ehlers' trendline using signal processing to filter cycle noise and identify trends with minimal lag.

You may also like

Indicator
ATR
BOS
+3
Fair Value Gaps with Multi-Timeframe.
Indicator
SMC
Prop
+7
institutional-level market analysis
Indicator
Custom Vwap Indicator
Indicator
BOS
MSS
+5
WinSMC is an overlay SMC indicator for cTrader. It helps you visually identify!
Indicator
SMC
Forex
+7
The Fair Value Gap (FVG) Indicator identifies inefficiencies in price action where an imbalance occurs due to aggressive
Indicator
EMA
RSI
+2
Advanced TDI indicator with Shark Fin signals, chart arrows, MTF RSI, divergence detection and smart alerts.
Indicator
ATR
BOS
+5
Full ICT/SMC 4-step setup checker that alerts a long or short setup.
Indicator
Prop
Forex
+11
Market Structure Shift – Professional Market Structure Oscillator
Indicator
Forex
NZDUSD
+2
RCS: 8 majors! AUD,USD,EUR,JPY,GBP,CAD,CHF,NZD. Find how strong each currency is relatively and trade smarter!
Indicator
Automatically detects and marks higher highs, lower highs, lower lows and higher lows.Check the other version in my page
Indicator
Prop
Forex
+7
The Parabolic SAR, or "Stop and Reverse," is a dynamic technical analysis tool.
Indicator
MACD
Forex
+5
MACD ZERO LAG. Get faster signals, earlier trend detection, and eliminate the delay of traditional moving averages
Indicator
Prop
Forex
+5
Transform your approach to trading with our innovative Pivot Point Indicator.
Indicator
Prop
Forex
+12
A clean, real-time risk HUD designed to prevent prop firm account failure and protect your challenge account.
Indicator
ATR
RSI
+1
AI Supertrend MTF uses K-NN Machine Learning to eliminate lag. Features multi-timeframe projection & dynamic glowing clo
Indicator
ATR
Prop
+13
Enhance trading with ATR Bands! Visualize market volatility using dynamic upper and lower ATR bands for precise decision
Indicator
BOS
CHOCH
+5
A professional-grade cTrader indicator for traders following the Inner Circle Trader (ICT) methodology. It replaces 6–8
Indicator
Prop
Forex
+4
Displays real-time balance, equity, P&L, margin metrics directly on your charts.

Price

Since 20/12/2024
8.35K
Free installs