From TradersList Editors
From TradersList Editors
Enhance your trading with precise and stable envelope calculations using this non-repainting price action indicator.
Enhance your trading with precise and stable envelope calculations using this non-repainting price action indicator.
Nadaraya-Watson Envelope Indicator for TradingView: Non-Repainting Statistical Price Bands
Nadaraya-Watson Envelope Indicator for TradingView: Non-Repainting Statistical Price Bands

by jdehorty on TradingView

by jdehorty on TradingView
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Nadaraya-Watson: Envelope (Non-Repainting)
Nadaraya-Watson: Envelope (Non-Repainting)
Nadaraya-Watson: Envelope (Non-Repainting) is a free TradingView Indicator that calculates Nadaraya-Watson envelopes using a non-repainting method, allowing a reliable identification of levels with extreme price deviations.
Nadaraya-Watson: Envelope (Non-Repainting) is a free TradingView Indicator that calculates Nadaraya-Watson envelopes using a non-repainting method, allowing a reliable identification of levels with extreme price deviations.

Get on TradingView
This indicator is available on TradingView web charting platform. Signing up for a free account is required, no downloads.

Get on TradingView
This indicator is available on TradingView web charting platform. Signing up for a free account is required, no downloads.
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Open Source
Listing has publically available source code that can be audited and modified as needed.
🔑
Open Source
Listing has publically available source code that can be audited and modified as needed.
💸
Free Access
All features of this listing are fully free to use with no pricing tiers. Simply start using.
💸
Free Access
All features of this listing are fully free to use with no pricing tiers. Simply start using.
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Trusted Publisher
Publisher of this listing is well recognized in social channels and receives overwhelmingly positive feedback.
🥇
Trusted Publisher
Publisher of this listing is well recognized in social channels and receives overwhelmingly positive feedback.
✅
Robust Theory
Concepts and theories mentioned in listing are based on generally approved and well established notions.
✅
Robust Theory
Concepts and theories mentioned in listing are based on generally approved and well established notions.
Published by jdehorty on TradingView
Published by jdehorty on TradingView
Kernel Regression for Smoother Price Estimation
Unlike a simple moving average that weights all data equally, the Nadaraya-Watson estimator uses a Rational Quadratic Kernel to assign higher weight to data points closer to the current bar. This produces a smoother, more adaptive curve that captures the underlying trend without excessive lag.
How the Envelope Bands Are Constructed
The upper and lower envelope bands are derived from a custom ATR calculation applied to the kernel regression line. The distance between the bands and the center line reflects recent volatility. When volatility expands, the bands widen; when it contracts, they narrow - similar to Bollinger Bands but with kernel smoothing.
Kernel Regression for Smoother Price Estimation
Unlike a simple moving average that weights all data equally, the Nadaraya-Watson estimator uses a Rational Quadratic Kernel to assign higher weight to data points closer to the current bar. This produces a smoother, more adaptive curve that captures the underlying trend without excessive lag.
How the Envelope Bands Are Constructed
The upper and lower envelope bands are derived from a custom ATR calculation applied to the kernel regression line. The distance between the bands and the center line reflects recent volatility. When volatility expands, the bands widen; when it contracts, they narrow - similar to Bollinger Bands but with kernel smoothing.
Non-Repainting for Real-Time Reliability
Many kernel-based indicators repaint - meaning past values change as new data arrives, making backtesting unreliable. This version uses an endpoint estimation method that locks in values once a bar closes. What you see on historical bars is exactly what the indicator showed in real time.
Trading With the Envelope
In trending markets, the kernel estimation line serves as dynamic support or resistance. In ranging markets, the upper and lower bands act as reversal zones. Price touching the upper band suggests overbought conditions, while touching the lower band indicates oversold - offering clear entry and exit zones.
Non-Repainting for Real-Time Reliability
Many kernel-based indicators repaint - meaning past values change as new data arrives, making backtesting unreliable. This version uses an endpoint estimation method that locks in values once a bar closes. What you see on historical bars is exactly what the indicator showed in real time.
Trading With the Envelope
In trending markets, the kernel estimation line serves as dynamic support or resistance. In ranging markets, the upper and lower bands act as reversal zones. Price touching the upper band suggests overbought conditions, while touching the lower band indicates oversold - offering clear entry and exit zones.
Nadaraya-Watson bands for reversal detection
Nadaraya-Watson bands for reversal detection
This indicator uses kernel regression to create a smooth price estimate with envelope bands based on volatility. The non-repainting method locks values once each bar closes, ensuring historical signals match what appeared in real time.
This indicator uses kernel regression to create a smooth price estimate with envelope bands based on volatility. The non-repainting method locks values once each bar closes, ensuring historical signals match what appeared in real time.
Track Adaptive Support and Resistance
The kernel regression line and envelope bands shift with price, providing dynamic levels that adapt to changing market conditions.
Spot Overbought and Oversold Extremes
Price touching the upper or lower envelope bands signals statistically extreme readings where reversals become more probable.
Identify Momentum Exhaustion
Extended moves that reach the envelope extremes often signal the trend is stretched and due for a pause or reversal.
Common Questions About Nadaraya-Watson Envelopes
Common Questions About Nadaraya-Watson Envelopes
Kernel regression offers smoother price estimation than standard moving averages, but understanding the non-repainting feature is crucial for reliable backtesting. Here are common questions answered.
Kernel regression offers smoother price estimation than standard moving averages, but understanding the non-repainting feature is crucial for reliable backtesting. Here are common questions answered.
What does non-repainting mean and why does it matter?
Non-repainting means historical values stay fixed once a bar closes. Many kernel indicators recalculate past values with new data, making backtests misleading. This version locks values in, so what you see on history matches what appeared in real time.
How is the envelope different from Bollinger Bands?
Both create volatility bands, but the center line differs. Bollinger uses a simple moving average while this envelope uses kernel regression, which weights recent prices more heavily. The result is a smoother, more adaptive center line with less lag.
Should I buy when price touches the lower band?
Not automatically. Band touches indicate statistical extremes but not guaranteed reversals. In strong downtrends, price can ride the lower band for extended periods. Look for reversal candles or momentum confirmation before entering at band extremes.
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Web sentiment
Web sentiment
Traders express positive sentiment about the Nadaraya-Watson: Envelope (Non-Repainting) for its reliability and simplicity in trading, while acknowledging the need for complementary strategies.
Traders express positive sentiment about the Nadaraya-Watson: Envelope (Non-Repainting) for its reliability and simplicity in trading, while acknowledging the need for complementary strategies.
Source: Online Discussion
Source: Online Discussion
Source: Online Discussion
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✍️
TradersList Reviews (3)
TradersList Reviews (3)
TradersList Community has given this listing four stars, indicating a well trusted listing with great utility value. This listing is one of the better ones on TradersList.
TradersList Community has given this listing four stars, indicating a well trusted listing with great utility value. This listing is one of the better ones on TradersList.
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Source: TradersList Reviews
Source: TradersList Reviews

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🏅
Key Levels SpacemanBTC IDWM is a TradingView indicator that automatically plots classical price action key levels with multi-timeframe.
![TradingView price chart displaying the Market Structure [TFO] indicator with lines connecting swing highs and swing lows. Visual markers indicate break of structure events and define bullish or bearish market trends based on price closes relative to swing points.](https://framerusercontent.com/images/80K9YM0lNGkSBy83oNZfQxryQ.png?width=4098&height=2304)
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by tradeforopp

Free
TradingView Indicator
Market Structure [TFO]
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✅
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Market Structure [TFO] is a TradingView indicator that identifies market trends by analyzing price closes relative to previous swing highs and lows, a concept popular among ICT and price action traders.

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by LeviathanCapital

Free
TradingView Indicator
Multi-Asset Performance [Spaghetti] - By Leviathan
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✅
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Multi-Asset Performance [Spaghetti] by Leviathan is a TradingView Indicator that visualizes cumulative percentage changes of up to 30 assets over a specified period, providing tools and analytics for analyzing outperforming assets and rotations.

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by LeviathanCapital

Free
TradingView Indicator
Market Sessions - By Leviathan
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🌐
✅
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Market Sessions – By Leviathan is a TradingView indicator that visualizes the Tokyo, London, New York, and Sydney sessions using discreet boxes and colored candles, along with additional tools for tracking crucial market sessions.

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by LeviathanCapital

Free
TradingView Indicator
Range Analysis - By Leviathan
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🌐
✅
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Range Analysis - By Leviathan is a free TradingView indicator that automates price range analysis by identifying key support and resistance levels. Draw range levels, generate Volume or Open Interest profiles, display heatmaps, plot anchored VWAP and Fibonacci retracement levels, automatically.

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by iravan

Free
TradingView Indicator
Dynamic Linear Regression Channels
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✅
Dynamic Linear Regression Channels is a TradingView Indicator that calculates linear regression channels based on real-time price movements, generating new support/resistance channels when previous ones are broken.

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by sbtnc

Free
TradingView Indicator
Tops & Bottoms - Day of Week Report
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✅
Tops & Bottoms - Day of Week Report is a TradingView indicator that analyzes likelihood of weekly price bottoms and tops for each day of the week. The statistical likelihood of a weekly bottom/top is visualized using a data table, showing how many occurences were found throughout the chart.

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by KioseffTrading

Free
TradingView Indicator
Sync Frame (MTF Charts) [Kioseff Trading]
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Sync Frame (MTF Charts) [Kioseff Trading] is a free TradingView indicator that allows users to view multiple lower timeframe charts for any asset simultaneously, in various formats, on a single screen.

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by LeviathanCapital

Free
TradingView Indicator
Gaps + Imbalances + Wicks (MTF) - By Leviathan
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🌐
✅
Gaps + Imbalances + Wicks (MTF) by Leviathan detects and displays price gaps in various forms - imbalances, gaps and inefficient wicks. This TradingView Indicator features customizable fill conditions, zone size filtering, volume comparison, lookback filtering and customizable visuals.

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by KioseffTrading

Free
TradingView Indicator
Intrabar Analyzer [Kioseff Trading]
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🌐
Intrabar Analyzer [Kioseff Trading] is a TradingView indicator that presents intrabar data in various formats to analyze price action within main timeframe candles. This Indicator features advanced features like volume analysis, technical ratings, linear regression and exotic candle types such as Kagi for lower timeframe price action.

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by MXWLL-Capital-Trading

Free
TradingView Indicator
Mxwll Price Action Suite [Mxwll]
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✅
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Mxwll Price Action Suite is a TradingView indicator that combines multiple ICT and Smart Money Concepts with unique methodologies into an all-in-one price action toolkit.
![TradingView chart interface displaying the TTrades Daily Bias [TFO] indicator overlay on price action data showing previous daily highs and lows to determine market direction along with a statistics panel tracking historical success rates and bias accuracy](https://framerusercontent.com/images/1GkYDfLd6QVIEQQCJvYRBnnH3I.png?width=4098&height=2304)
🤖
by tradeforopp

Free
TradingView Indicator
TTrades Daily Bias [TFO]
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🌐
TTrades Daily Bias [TFO] is a TradingView indicator that determines market bias by analyzing previous highs and lows on daily and weekly timeframes, tracking success rates based on successful follow-through in price action.
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Disclaimer
Our goal is to achieve greater transparency, guidance and safety in trading and investing by providing means to discover, research and discuss trading/investing related sites/services.
Content provided on this site is not financial advice, meant for educational purposes only. TradersList does not endorse or guarantee any result for listed sites/services. Do your own research.
Read full disclaimer
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Discover trading edge
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Disclaimer
Our goal is to achieve greater transparency, guidance and safety in trading and investing by providing means to discover, research and discuss trading/investing related sites/services.
Content provided on this site is not financial advice, meant for educational purposes only. TradersList does not endorse or guarantee any result for listed sites/services. Do your own research.
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