Weighted SD Bands | QuantEdgeB

Introducing Weighted SD Bands by QuantEdgeB

Overview
The Weighted SD Bands is a valuation and mean-reversion analysis tool that dynamically adjusts to price movements, helping traders identify potential overbought and oversold conditions. Built on a Weighted Moving Average (WMA), this indicator plots Standard Deviation (SD) bands around price action, highlighting extremes and potential reversal zones.

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Key Features
✅ Adaptive Valuation Model – Uses weighted price action to determine key valuation zones.
✅ Mean Reversion Analysis – Identifies extended deviations from fair value to spot reversal opportunities.
✅ Multi-Tier SD Bands – Provides multiple deviation levels to assess varying degrees of price stretch.
✅ Dynamic Color Coding – Highlights areas of extreme overvaluation or undervaluation.
✅ Reversal Signals – Generates Buy/Sell signals when price crosses the outer bands.

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How It Works
- A Weighted Moving Average (WMA) serves as the baseline (fair value).
- Standard Deviation Bands expand dynamically based on historical volatility.
- Extreme levels (±2 SD) signal potential trend exhaustion/reversal.
- Buy signals appear when price crosses below the lower 2 SD band.
- Sell signals appear when price crosses above the upper 2 SD band.

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Visual Representation
🔹 Gradient-filled bands help visualize price stretching beyond typical fluctuations.
🔹 Triangular markers indicate potential reversal points at extreme SD levels.
🔹 Background highlights mark high-risk valuation zones.

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Settings & Customization
- Lookback Length (WMA): Adjust the moving average period to control sensitivity. (default: 20)
- Source : Select the base source for the calculation. (default: close)
- SD Length: Modify the standard deviation period to fine-tune band width. (default: 30)
- Color Mode: Choose from multiple visualization themes.

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Who Should Use It?
📌 Mean-Reversion Traders – Spot high-probability reversal zones.
📌 Valuation-Based Investors – Identify fair value and extended price levels.
📌 Trend-Following Traders – Use SD bands to manage risk and spot potential pullbacks.

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Conclusion
The Weighted SD Bands indicator is a powerful tool for valuation and mean-reversion trading, providing dynamic fair value zones, extreme-level signals, and customizable SD bands to refine market timing. Whether you're trading pullbacks, rebalancing positions, or spotting reversals, this model helps you stay ahead of market inefficiencies.

🔹 Disclaimer: This tool is for educational purposes only and is not financial advice. Always conduct your own research before making investing decisions