Nadaraya-Watson Kernel Regression
Индикатор
147 скачивания
Версия 1.0, Nov 2025
Windows, Mac
5.0
Отзывы: 1
Trading product for Nadaraya-Watson Kernel Regression Индикатор Scalping, image 2
Trading product for Nadaraya-Watson Kernel Regression Индикатор Scalping, image 3
Trading product for Nadaraya-Watson Kernel Regression Индикатор Scalping, image 4
С 20/12/2024
8.43K
Бесплатные установки

Описание

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.

Сводка

ИИ-сводка
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.
Профиль индикатора

Отзывы покупателей

5.0
Отзывы: 1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
Отзывы покупателей
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.

Обсуждение

Частые вопросы

Scalping
Продукты, доступные в cTrader Store, включая торговых ботов, индикаторы и плагины, предоставляются сторонними разработчиками и доступны исключительно в информационных и технических целях. cTrader Store не является брокером и не предоставляет инвестиционные консультации, персональные рекомендации или какие-либо гарантии будущей доходности.

Больше от этого автора

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

Вам также может понравиться

Индикатор
AI
SMC
+5
Coloring trendline/ Colored Trendline / Color Trendline
Логотип продукта "Bubble Indicator 2.0"
Популярный
4.3
(3)
$49
/
$89
Индикатор
SMC
Breakout
+1
Delta Peak Bubbles is a tick‑chart overlay for cTrader that highlights the strongest momentum spikes.
Логотип продукта "TrendPulse VWAP"
Популярный
5.0
(2)
$25
/
$49
Индикатор
ATR
VWAP
+4
Structure-aware indicator that re-anchors VWAP to confirmed swing pivots.
Индикатор
MACD
Forecast future prices using historical MACD trends. Features a probability fan for smart entries and dynamic targets.
Индикатор
BOS
Fibonacci
+5
🕐 ICT Killzones with live session High/Low levels that stop extending the moment price sweeps them. Clean, fast, daily
Индикатор
ATR
Upgrade to ATR-RMA! Experience the precise ATR using Relative Moving Average for accurate volatility analysis in cTrader
Индикатор
AI
ATR
+27
A Clear Fibonacci Map for Smarter Decisions.
Индикатор
Forex
BTCUSD
+11
High-Low and Pivot Point
Индикатор
AI
ATR
+20
“Dynamic Swing VWAP — Structure-Anchored, Volatility-Adaptive, Market-Ready.” 🚀
Индикатор
Forex
Crypto
+3
John Ehlers' trendline using signal processing to filter cycle noise and identify trends with minimal lag.
Индикатор
Triangle
Double Top
+5
Know which liquidity sweeps are real. Auto-tracks EQH/EQL and confirms genuine reversals, not just broken levels.
Индикатор
ADX
EMA
+4
A multi-timeframe dashboard for cTrader that scores trend direction, momentum, and strength across M15, H1, H4, and D1.
Логотип продукта "RenkoProfit"
Популярный
5.0
(1)
$20
/
$25
Индикатор
AI
Prop
+14
Professional Trading Indicator Transform Your Trading with Intelligent Signal Detection RenkoProfit
Индикатор
Supply & Demand
Support & Resistance
RAF Supply Demand Lite v1.0 automatically detects clean Supply and Demand zones using confirmed swing highs and lows. Zo
Логотип продукта "Market_Session_Forex"
Популярный
4.5
(2)
$19
Индикатор
Market Sessions
Индикатор
Key Levels
Order Block
+2
It monitors trend lines on price charts and fires multi-channel alerts and optionally places trades when price crosses..
Индикатор
RSI
MACD
+7
The ZigZag indicator is a technical analysis tool primarily used to identify key price reversal points.
Логотип продукта "Market Sentiment Pro"
Популярный
5.0
(1)
$19
Индикатор
Forex
BTCUSD
+9
Market Sentiment Pro: Predict tops & bottoms using crowd psychology. Contrarian signals with 70-80% accuracy. Early Acce

Цена

С 20/12/2024
8.43K
Бесплатные установки