Volume Signal RSI

Volume Signal RSI (VSR) Indicator

Overview:
The Volume Signal RSI (VSR) indicator combines traditional RSI analysis with statistically significant volume detection to identify potential reversal points and exhaustion signals in crypto markets. By applying statistical methods to volume analysis, VSR filters out normal market noise and highlights only the most meaningful volume spikes.

Key Features:
- Standard RSI overbought/oversold signals (70/30)
- Statistical volume significance detection using z-scores and p-values
- Exhaustion signals for potential market reversals
- Enhanced alert system with actionable trading context

How to Use This Indicator

Basic Signals:
- RSI Line: The blue line shows the standard RSI value (default period: 14)
- Overbought/Oversold Levels: Standard levels at 70/30 with additional extreme levels at 80/20
- Volume Detection: Small circles appear on the RSI line when statistically significant volume is detected

Trading Signals

1. Oversold Alert (🔴): When RSI crosses below 30
- Indicates potential support area
- Consider for long entries when price shows signs of stabilizing

2. Overbought Alert (🟢): When RSI crosses above 70
- Indicates potential resistance area
- Consider for short entries when price shows signs of topping

3. Bear Exhaustion Signal (⚠️): When bearish volume appears in oversold territory
- Indicates a potential selling climax
- Strong reversal signal when accompanied by positive price action
- Best used for counter-trend entries during downtrends

4. Bull Exhaustion Signal (⚠️): When bullish volume appears in overbought territory
- Indicates a potential buying climax
- Strong reversal signal when accompanied by negative price action
- Best used for counter-trend entries during uptrends

Alert Messages:
Alert messages contain critical information formatted for quick analysis:
- Symbol and timeframe
- Current price and RSI value with direction indicator
- Volume metrics: z-score, deviation percentage, and statistical confidence
- Trading context suggestion

Statistical Methodology:
- Z-Score: Measures how many standard deviations the current volume is from the mean
- P-Value: Statistical measure of significance (lower values = more significant)
- Confidence: Displayed as a percentage (higher = more confidence in the signal)
- Volume Deviation: Percentage above/below the average volume

Best Practices
1. Confirm signals with price action or other indicators
2. Higher timeframes typically produce more reliable signals
3. Use the statistical confidence percentage to gauge signal strength
4. Most powerful signals occur when exhaustion signals coincide with key support/resistance levels and there a quarter or more wick size at top of candle(buying exhaustion) or at bottom of candle (selling exhaustion)