Nadaraya-Watson Kernel Regression
Indicador
147 descargas
Versión 1.0, Nov 2025
Windows, Mac
5.0
Valoraciones: 1
Trading product for Nadaraya-Watson Kernel Regression Indicador Scalping, image 2
Trading product for Nadaraya-Watson Kernel Regression Indicador Scalping, image 3
Trading product for Nadaraya-Watson Kernel Regression Indicador Scalping, image 4
Desde 20/12/2024
8.43K
Instalaciones gratis

Descripción

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.

Resumen

Resumen de 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.
Perfil del indicador

Valoraciones de clientes

5.0
Valoraciones: 1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
Valoraciones de clientes
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.

Conversación

Preguntas frecuentes

Scalping
Los productos disponibles a través de cTrader Store, incluidos bots, indicadores y plugins para operar, son proporcionados por desarrolladores de terceros y están disponibles únicamente con fines informativos y de acceso técnico. cTrader Store no es un bróker, por lo que no proporciona asesoramiento de inversión, recomendaciones personales ni ninguna garantía de rentabilidad futura.

Más de este autor

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

Puede interesarle

Indicador
Prop
Forex
+4
Displays real-time balance, equity, P&L, margin metrics directly on your charts.
Indicador
Forex
Crypto
+6
The ultimate candlestick suite is here to help you detect most of the candlestick patters that exist today.
Indicador
RSI
Key Levels
+3
MARCs Multi-timeframe market dashboard with trend rows, RSI context, sessions, presets and optional chart levels.
Indicador
BOS
MSS
+3
Advanced indicator to highlight key execution context and help aligning structure, location, and risk.
Indicador
MACD
Schaff Trend Cycle (STC) Indicator
Indicador
ATR
RSI
+14
A metric that can set 1 to 3 groups of Bollinger Bands
Indicador
AI
SMC
+13
Dynamic Liquidity Depth exposes hidden volume
Indicador
Flag
VWAP
+5
Session VWAP with statistical deviation bands, gradient cloud, and live rejection alerts — see exactly how stretched pri
Indicador
ATR
Volume
+4
This allows traders to see not just the trend, but whether the momentum itself is overextended.
Indicador
Forex
Signal
+1
Great signal indicator, works with bollinger bands and heikin ashi candles! one of our latest innovations!
Indicador
Volume
Key Levels
+1
Order book indicator .Don't trade against the flow. Trade with the truth!
Indicador
Signal
Trend following signal
Indicador
ATR
Forex
+9
Auto-detect swing highs/lows. Spot reversals, map structure, and filter noise with adjustable strength.
Indicador
Fisher Transform with smoothing. Spot reversals and cycles with precision. Great for any market, any timeframe.
Indicador
News Filter
External Data
+3
Real-time financial news and economic calendar overlay for cTrader with smart alerts
Indicador
ATR
BOS
+4
Based on market structure and draws liquidity zones, institutional flows, and consolidation ranges. Smart Money Concepts
Indicador
Volume
Order Block
+4
Advanced Pro Volume Profile: Double Back-to-Back, Institutional Dynamic, Fixed Range & Order Flow
Indicador
Prop
Forex
+10
Heatmap Pro analiza la volatilidad, el volumen y la acción del precio para "pintar" tu gráfico con zonas de color.

Precio

Desde 20/12/2024
8.43K
Instalaciones gratis