OPEN-SOURCE SCRIPT
VWAP Mean Reversion Strategy Range Bound Forex RSI Volume
### 🔷 Overview
VWAP Mean Reversion Strategy v6 is a systematic intraday trading model designed specifically for **range-bound forex markets**, where price oscillates around a fair value rather than trending.
The strategy leverages a **custom rolling VWAP (volume-weighted mean)** combined with deviation bands to identify statistically stretched price conditions and execute mean-reversion trades.
---
### ⚙️ Core Logic
This strategy operates on three key principles:
**1. VWAP-Based Mean Reversion**
* Uses a rolling VWAP (not session VWAP) as dynamic equilibrium
* Constructs deviation bands using volume-weighted absolute deviation
* Trades occur when price deviates significantly from fair value
**2. RSI Confirmation Filter**
* Long trades: RSI below oversold threshold
* Short trades: RSI above overbought threshold
* Helps avoid premature entries
**3. Volume Exhaustion Filter**
* Avoids trades during abnormal volume spikes
* Filters out potential breakout conditions (non-mean-reverting environments)
---
### 📊 Entry Conditions
**🔽 Long Setup**
* Price crosses below Lower Band (2σ deviation)
* RSI confirms oversold condition
* No extreme volume spike
**🔼 Short Setup**
* Price crosses above Upper Band (2σ deviation)
* RSI confirms overbought condition
* No extreme volume spike
---
### 🎯 Exit Logic
* **Take Profit:** Return to VWAP (mean reversion target)
* **Stop Loss:** Fixed % risk from entry price
* Designed for **high-probability, small-edge trades**
---
### 💱 Best Use Case (Forex Focus)
This strategy performs best in:
* **Range-bound currency pairs** (e.g., EUR/USD, GBP/USD, USD/JPY)
* **Low to moderate volatility sessions**
* **Non-trending market phases**
Avoid during:
* High-impact news events
* Strong directional trends
* Breakout environments
---
### ⚠️ Strategy Profile
* Type: Mean Reversion
* Market Condition: Sideways / Consolidation
* Frequency: Moderate to High
* Risk: Tight stops, frequent trades
---
### 🧠 Notes
* VWAP length controls sensitivity (shorter = faster signals)
* RSI thresholds can be tightened for higher precision
* Volume filter is critical to avoid false reversals
---
### 📌 Disclaimer
This strategy is for educational and research purposes only.
Not financial advice. Always validate with forward testing and proper risk management.
---
### 🔖 Credits
Concept based on VWAP mean reversion principles and statistical deviation modeling.
Customized into a systematic trading framework for forex markets.
VWAP Mean Reversion Strategy v6 is a systematic intraday trading model designed specifically for **range-bound forex markets**, where price oscillates around a fair value rather than trending.
The strategy leverages a **custom rolling VWAP (volume-weighted mean)** combined with deviation bands to identify statistically stretched price conditions and execute mean-reversion trades.
---
### ⚙️ Core Logic
This strategy operates on three key principles:
**1. VWAP-Based Mean Reversion**
* Uses a rolling VWAP (not session VWAP) as dynamic equilibrium
* Constructs deviation bands using volume-weighted absolute deviation
* Trades occur when price deviates significantly from fair value
**2. RSI Confirmation Filter**
* Long trades: RSI below oversold threshold
* Short trades: RSI above overbought threshold
* Helps avoid premature entries
**3. Volume Exhaustion Filter**
* Avoids trades during abnormal volume spikes
* Filters out potential breakout conditions (non-mean-reverting environments)
---
### 📊 Entry Conditions
**🔽 Long Setup**
* Price crosses below Lower Band (2σ deviation)
* RSI confirms oversold condition
* No extreme volume spike
**🔼 Short Setup**
* Price crosses above Upper Band (2σ deviation)
* RSI confirms overbought condition
* No extreme volume spike
---
### 🎯 Exit Logic
* **Take Profit:** Return to VWAP (mean reversion target)
* **Stop Loss:** Fixed % risk from entry price
* Designed for **high-probability, small-edge trades**
---
### 💱 Best Use Case (Forex Focus)
This strategy performs best in:
* **Range-bound currency pairs** (e.g., EUR/USD, GBP/USD, USD/JPY)
* **Low to moderate volatility sessions**
* **Non-trending market phases**
Avoid during:
* High-impact news events
* Strong directional trends
* Breakout environments
---
### ⚠️ Strategy Profile
* Type: Mean Reversion
* Market Condition: Sideways / Consolidation
* Frequency: Moderate to High
* Risk: Tight stops, frequent trades
---
### 🧠 Notes
* VWAP length controls sensitivity (shorter = faster signals)
* RSI thresholds can be tightened for higher precision
* Volume filter is critical to avoid false reversals
---
### 📌 Disclaimer
This strategy is for educational and research purposes only.
Not financial advice. Always validate with forward testing and proper risk management.
---
### 🔖 Credits
Concept based on VWAP mean reversion principles and statistical deviation modeling.
Customized into a systematic trading framework for forex markets.
Open-source script
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.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.
Open-source script
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.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.