OPEN-SOURCE SCRIPT
MA Deviation with Volatility Thresholds
Price Deviation from MA with Dynamic Thresholds - TradingView Script Description
Overview
The Price Deviation from Moving Average (MA) with Dynamic Thresholds indicator is designed to measure and visualize how far the current price deviates from a chosen moving average (SMA or EMA) in percentage terms. It provides traders with valuable insights into whether the asset is significantly overbought or oversold relative to its historical mean.
One of the standout features of this indicator is its ability to dynamically adjust overbought and oversold thresholds based on historical volatility, making it more adaptable across different asset classes and market conditions.
Key Features
✅ Customizable Moving Average
Choose between Simple Moving Average (SMA) or Exponential Moving Average (EMA).
Adjustable MA period (default: 200).
Select the timeframe for the MA calculation (default: Daily).
✅ Percentage-Based Deviation Measurement
Measures how much the price has deviated from the selected moving average in percentage terms.
Helps to identify extreme price movements relative to historical trends.
✅ Static & Dynamic Overbought/Oversold Thresholds
Static Thresholds: Users can set fixed percentage levels for overbought and oversold conditions (default: ±20%).
Dynamic Thresholds (enabled by default): Automatically adjust based on historical volatility.
Uses standard deviation of price changes over a specified period (default: 200 candles).
Thresholds are calculated as volatility × a user-defined multiplier (default: 10).
✅ Visual Enhancements
Background Highlighting:
Red when the price exceeds the overbought threshold.
Green when the price drops below the oversold threshold.
Area Chart Representation: The deviation is plotted as a filled orange area (30% opacity) to enhance visual clarity.
Zero Line in Yellow: Helps in quickly identifying when the price is near the moving average.
How to Use
📌 Trend Confirmation & Mean Reversion Trading:
If the deviation is consistently positive, it indicates an uptrend, while negative values suggest a downtrend.
If the price significantly deviates from the MA and enters the overbought/oversold zone, a potential mean reversion opportunity may arise.
📌 Volatility-Adaptive Thresholds:
When enabled, dynamic thresholds help to adjust for different asset volatilities.
Suitable for traders dealing with assets that exhibit varying levels of price fluctuations.
📌 Combining with Other Indicators:
Works well with RSI, Bollinger Bands, and MACD to confirm trend strength or potential reversals.
Can be used in conjunction with support & resistance levels for added confirmation.
Customization Options
Moving Average Type: SMA or EMA.
Moving Average Period & Timeframe Selection.
Static Overbought/Oversold Levels.
Dynamic Thresholds:
Toggle ON/OFF.
Set the Lookback Period for volatility calculation.
Adjust the Volatility Multiplier for fine-tuning threshold sensitivity.
Why Use This Indicator?
🔹 Adaptive to Different Markets: Works with stocks, forex, crypto, commodities, and indices.
🔹 Useful for Both Trend-Following & Mean Reversion Strategies.
🔹 Volatility-Based Adjustments Ensure Market-Relevant Thresholds.
🔹 Enhances Market Awareness by Identifying Extreme Price Deviations.
Final Thoughts
The Price Deviation from MA with Dynamic Thresholds indicator is a powerful tool for traders who want to gauge price extremes and identify potential turning points in the market. With both static and dynamic threshold options, it can be tailored to different trading styles and asset behaviors.
💡 Tip: Experiment with different MA types, periods, and volatility multipliers to find settings that best suit your preferred trading strategy. 🚀
Overview
The Price Deviation from Moving Average (MA) with Dynamic Thresholds indicator is designed to measure and visualize how far the current price deviates from a chosen moving average (SMA or EMA) in percentage terms. It provides traders with valuable insights into whether the asset is significantly overbought or oversold relative to its historical mean.
One of the standout features of this indicator is its ability to dynamically adjust overbought and oversold thresholds based on historical volatility, making it more adaptable across different asset classes and market conditions.
Key Features
✅ Customizable Moving Average
Choose between Simple Moving Average (SMA) or Exponential Moving Average (EMA).
Adjustable MA period (default: 200).
Select the timeframe for the MA calculation (default: Daily).
✅ Percentage-Based Deviation Measurement
Measures how much the price has deviated from the selected moving average in percentage terms.
Helps to identify extreme price movements relative to historical trends.
✅ Static & Dynamic Overbought/Oversold Thresholds
Static Thresholds: Users can set fixed percentage levels for overbought and oversold conditions (default: ±20%).
Dynamic Thresholds (enabled by default): Automatically adjust based on historical volatility.
Uses standard deviation of price changes over a specified period (default: 200 candles).
Thresholds are calculated as volatility × a user-defined multiplier (default: 10).
✅ Visual Enhancements
Background Highlighting:
Red when the price exceeds the overbought threshold.
Green when the price drops below the oversold threshold.
Area Chart Representation: The deviation is plotted as a filled orange area (30% opacity) to enhance visual clarity.
Zero Line in Yellow: Helps in quickly identifying when the price is near the moving average.
How to Use
📌 Trend Confirmation & Mean Reversion Trading:
If the deviation is consistently positive, it indicates an uptrend, while negative values suggest a downtrend.
If the price significantly deviates from the MA and enters the overbought/oversold zone, a potential mean reversion opportunity may arise.
📌 Volatility-Adaptive Thresholds:
When enabled, dynamic thresholds help to adjust for different asset volatilities.
Suitable for traders dealing with assets that exhibit varying levels of price fluctuations.
📌 Combining with Other Indicators:
Works well with RSI, Bollinger Bands, and MACD to confirm trend strength or potential reversals.
Can be used in conjunction with support & resistance levels for added confirmation.
Customization Options
Moving Average Type: SMA or EMA.
Moving Average Period & Timeframe Selection.
Static Overbought/Oversold Levels.
Dynamic Thresholds:
Toggle ON/OFF.
Set the Lookback Period for volatility calculation.
Adjust the Volatility Multiplier for fine-tuning threshold sensitivity.
Why Use This Indicator?
🔹 Adaptive to Different Markets: Works with stocks, forex, crypto, commodities, and indices.
🔹 Useful for Both Trend-Following & Mean Reversion Strategies.
🔹 Volatility-Based Adjustments Ensure Market-Relevant Thresholds.
🔹 Enhances Market Awareness by Identifying Extreme Price Deviations.
Final Thoughts
The Price Deviation from MA with Dynamic Thresholds indicator is a powerful tool for traders who want to gauge price extremes and identify potential turning points in the market. With both static and dynamic threshold options, it can be tailored to different trading styles and asset behaviors.
💡 Tip: Experiment with different MA types, periods, and volatility multipliers to find settings that best suit your preferred trading strategy. 🚀
Skrip sumber terbuka
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
For quick access on a chart, add this script to your favorites — learn more here.
Penafian
Maklumat dan penerbitan adalah tidak dimaksudkan untuk menjadi, dan tidak membentuk, nasihat untuk kewangan, pelaburan, perdagangan dan jenis-jenis lain atau cadangan yang dibekalkan atau disahkan oleh TradingView. Baca dengan lebih lanjut di Terma Penggunaan.
Skrip sumber terbuka
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
For quick access on a chart, add this script to your favorites — learn more here.
Penafian
Maklumat dan penerbitan adalah tidak dimaksudkan untuk menjadi, dan tidak membentuk, nasihat untuk kewangan, pelaburan, perdagangan dan jenis-jenis lain atau cadangan yang dibekalkan atau disahkan oleh TradingView. Baca dengan lebih lanjut di Terma Penggunaan.