Nadaraya-Watson Kernel Regression
مؤشر
147 التنزيلات
الإصدار 1.0، Nov 2025
Windows, Mac
5.0
التقييمات: 1
Trading product for Nadaraya-Watson Kernel Regression مؤشر Scalping, image 2
Trading product for Nadaraya-Watson Kernel Regression مؤشر Scalping, image 3
Trading product for Nadaraya-Watson Kernel Regression مؤشر Scalping, image 4
منذ 20/12/2024
8.43K
التثبيتات المجانية

الوصف

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.

الملخص

ملخص الذكاء الاصطناعي
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.
ملف تعريف المؤشر

تقييمات العملاء

5.0
التقييمات: 1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
تقييمات العملاء
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.

مناقشة

الأسئلة الشائعة

Scalping
يتم توفير المنتجات المتاحة من خلال cTrader Store، بما في ذلك روبوتات التداول والمؤشرات والإضافات، من قبل مطوري الطرف الثالث وإتاحتها لأغراض الوصول المعلوماتي والفني فقط. cTrader Store ليس وسيطًا ولا يقدم نصائح استثمارية أو توصيات شخصية أو أي ضمان للأداء المستقبلي.

المزيد من هذا المؤلف

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

قد يعجبك أيضًا

مؤشر
SMC
Forex
+5
Pinpoint FVGs, track fills and see mitigation stats — trade imbalances with clarity and confidence.
مؤشر
Advanced customizable volume-profile indicator with buy/sell levels, delta analysis, multi-TF support and vivid gradient
مؤشر
Forex
BTCUSD
+11
📈 Adaptive ALMA-Gaussian hybrid trend filter with precision smoothing and clear buy/sell signals.
مؤشر
Forex
BTCUSD
+6
Multi-pole Gaussian filter channel with dynamic color, Reduced Lag & Fast Response modes. Port of DonovanWall's original
مؤشر
BOS
CHOCH
+5
MarketStructurePro – Smart BOS/CHoCH
مؤشر
MSS
AI-assisted
+5
Live ICT Silver Bullet detection: liquidity sweeps, structure shifts, and killzone-gated FVGs, graded and glowing in rea
مؤشر
Prop
Forex
+4
A comprehensive workflow‑enhancement toolkit designed to make charting on cTrader smoother, clearer, and more efficient.
مؤشر
ATR
RSI
+13
technical analysis tool designed to provide traders with a structured view of market momentum and volatility
مؤشر
Prop
Forex
+9
Average Cost Price helps you keep track of your open positions on the chart. In doing so, it provides lines and explanat
مؤشر
RSI
Forex
+9
RSI Trend Trigger 📈: Uses dual-layer RSI to spot trends & generate clear buy/sell signals.
مؤشر
Forex
BTCUSD
+5
SMA Cross Signal – Simple Moving Average Crossover with Visual Alerts (FREE)
مؤشر
Forex
BTCUSD
+4
The Linear Regression Oscillator (LRO) is a technical indicator based on linear regression analysis.
مؤشر
Forex
NAS100
+3
volumen perfile
مؤشر
XAUUSD
Professional Volume Profile Indicator - Shows volume distribution, POC, Value Areas & Buy/Sell pressure.
مؤشر
Forex
BTCUSD
+5
Daily/Weekly/Monthly - Highs & Lows Indicator (Customizable Settings)
مؤشر
VWAP
Volume
+3
Track hidden trading activities to be on the right side of the market.
مؤشر
RSI
MACD
Unlock market insights with our Multi-Timeframe Market Levels indicator, enhancing your trading strategies effortlessly
مؤشر
BOS
Fibonacci
+5
🕐 ICT Killzones with live session High/Low levels that stop extending the moment price sweeps them. Clean, fast, daily

السعر

منذ 20/12/2024
8.43K
التثبيتات المجانية