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.
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### ⚙️ 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)
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### 📊 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**
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### 💱 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.
Script open-source
Nello spirito di TradingView, l'autore di questo script lo ha reso open source, in modo che i trader possano esaminarne e verificarne la funzionalità. Complimenti all'autore! Sebbene sia possibile utilizzarlo gratuitamente, ricordiamo che la ripubblicazione del codice è soggetta al nostro Regolamento.
Declinazione di responsabilità
Le informazioni e le pubblicazioni non sono intese come, e non costituiscono, consulenza o raccomandazioni finanziarie, di investimento, di trading o di altro tipo fornite o approvate da TradingView. Per ulteriori informazioni, consultare i Termini di utilizzo.
Script open-source
Nello spirito di TradingView, l'autore di questo script lo ha reso open source, in modo che i trader possano esaminarne e verificarne la funzionalità. Complimenti all'autore! Sebbene sia possibile utilizzarlo gratuitamente, ricordiamo che la ripubblicazione del codice è soggetta al nostro Regolamento.
Declinazione di responsabilità
Le informazioni e le pubblicazioni non sono intese come, e non costituiscono, consulenza o raccomandazioni finanziarie, di investimento, di trading o di altro tipo fornite o approvate da TradingView. Per ulteriori informazioni, consultare i Termini di utilizzo.