OPEN-SOURCE SCRIPT

RSI of RSI Deviation (RoRD)

686
RSI of RSI Deviation (RoRD) - Advanced Momentum Acceleration Analysis
What is RSI of RSI Deviation (RoRD)?
RSI of RSI Deviation (RoRD) is a insightful momentum indicator that transcends traditional oscillator analysis by measuring the acceleration of momentum through sophisticated mathematical layering. By calculating RSI on RSI itself (RSI²) and applying advanced statistical deviation analysis with T3 smoothing, RoRD reveals hidden market dynamics that single-layer indicators miss entirely.
This isn't just another RSI variant—it's a complete reimagining of how we measure and visualize momentum dynamics. Where traditional RSI shows momentum, RoRD shows momentum's rate of change. Where others show static overbought/oversold levels, RoRD reveals statistically significant deviations unique to each market's character.
Theoretical Foundation - The Mathematics of Momentum Acceleration
1. RSI² (RSI of RSI) - The Core Innovation
Traditional RSI measures price momentum. RoRD goes deeper:

Primary RSI (RSI₁): Standard RSI calculation on price
Secondary RSI (RSI²): RSI calculated on RSI₁ values
This creates a "momentum of momentum" indicator that leads price action

Mathematical Expression:
RSI₁ = 100 - (100 / (1 + RS₁))
RSI² = 100 - (100 / (1 + RS₂))
Where RS₂ = Average Gain of RSI₁ / Average Loss of RSI₁
2. T3 Smoothing - Lag-Free Response
The T3 Moving Average, developed by Tim Tillson, provides:

Superior smoothing with minimal lag
Adaptive response through volume factor (vFactor)
Noise reduction while preserving signal integrity

T3 Formula:
T3 = c1×e6 + c2×e5 + c3×e4 + c4×e3
Where e1...e6 are cascaded EMAs and c1...c4 are volume-factor-based coefficients
3. Statistical Z-Score Deviation
RoRD employs dual-layer Z-score normalization:

Initial Z-Score: (RSI² - SMA) / StDev
Final Z-Score: Z-score of the Z-score for refined extremity detection
This identifies statistically rare events relative to recent market behavior

4. Multi-Timeframe Confluence

Compares current timeframe Z-score with higher timeframe (HTF)
Provides directional confirmation across time horizons
Filters false signals through timeframe alignment

Why RoRD is Different & More Sophisticated
Beyond Traditional Indicators:

Acceleration vs. Velocity: While RSI measures momentum (velocity), RoRD measures momentum's rate of change (acceleration)
Adaptive Thresholds: Z-score analysis adapts to market conditions rather than using fixed 70/30 levels
Statistical Significance: Signals are based on mathematical rarity, not arbitrary levels
Leading Indicator: RSI² often turns before price, providing earlier signals
Reduced Whipsaws: T3 smoothing eliminates noise while maintaining responsiveness

Unique Signal Generation:

Quantum Orbs: Multi-layered visual signals for statistically extreme events
Divergence Detection: Automated identification of price/momentum divergences
Regime Backgrounds: Visual market state classification (Bullish/Bearish/Neutral)
Particle Effects: Dynamic visualization of momentum energy

Visual Design & Interpretation Guide
Color Coding System:

Yellow (#e1ff00): Neutral/balanced momentum state
Red (#ff0000): Overbought/extreme bullish acceleration
Green (#2fff00): Oversold/extreme bearish acceleration
Orange: Z-score visualization
Blue: HTF Z-score comparison

Main Visual Elements:

RSI² Line with Glow Effect

Multi-layer glow creates depth and emphasis
Color dynamically shifts based on momentum state
Line thickness indicates signal strength


Quantum Signal Orbs

Green Orbs Below: Statistically rare oversold conditions
Red Orbs Above: Statistically rare overbought conditions
Multiple layers indicate signal strength
Only appear at Z-score extremes for high-conviction signals


Divergence Markers

Green Circles: Bullish divergence detected
Red Circles: Bearish divergence detected
Plotted at pivot points for precision


Background Regimes

Green Background: Bullish momentum regime
Grey Background: Bearish momentum regime
Blue Background: Neutral/transitioning regime


Particle Effects

Density indicates momentum energy
Color matches current RSI² state
Provides dynamic market "feel"



Dashboard Metrics - Deep Dive
RSI² ANALYSIS Section:

RSI² Value (0-100)

Current smoothed RSI of RSI reading
>70: Strong bullish acceleration
<30: Strong bearish acceleration
~50: Neutral momentum state


RSI¹ Value

Traditional RSI for reference
Compare with RSI² for acceleration/deceleration insights


Z-Score Status

🔥 EXTREME HIGH: Z > threshold, statistically rare bullish
❄️ EXTREME LOW: Z < threshold, statistically rare bearish
📈 HIGH/📉 LOW: Elevated but not extreme
➡️ NEUTRAL: Normal statistical range



MOMENTUM Section:

Velocity Indicator

▲▲▲: Strong positive acceleration
▼▼▼: Strong negative acceleration
Shows rate of change in RSI²


Strength Bar

██████░░░░: Visual power gauge
Filled bars indicate momentum strength
Based on deviation from center line



SIGNALS Section:

Divergence Status

🟢 BULLISH DIV: Price making lows, RSI² making highs
🔴 BEARISH DIV: Price making highs, RSI² making lows
⚪ NO DIVERGENCE: No divergence detected


HTF Comparison

🔥 HTF EXTREME: Higher timeframe confirms extremity
📊 HTF NORMAL: Higher timeframe is neutral
Critical for multi-timeframe confirmation



Trading Application & Strategy
Signal Hierarchy (Highest to Lowest Priority):

Quantum Orb + HTF Alignment + Divergence

Highest conviction reversal signal
Z-score extreme + timeframe confluence + divergence


Quantum Orb + HTF Alignment

Strong reversal signal
Wait for price confirmation


Divergence + Regime Change

Medium-term reversal signal
Monitor for orb confirmation


Threshold Crosses

Traditional overbought/oversold
Use as alert, not entry



Entry Strategies:
For Reversals:

Wait for Quantum Orb signal
Confirm with HTF Z-score direction
Enter on price structure break
Stop beyond recent extreme

For Continuations:

Trade with regime background color
Use RSI² pullbacks to center line
Avoid signals against HTF trend

For Scalping:

Focus on Z-score extremes
Quick entries on orb signals
Exit at center line cross

Risk Management:

Reduce position size when signals conflict with HTF
Avoid trades during regime transitions (blue background)
Tighten stops after divergence completion
Scale out at statistical mean reversion

Development & Uniqueness
RoRD represents months of research into momentum dynamics and statistical analysis. Unlike indicators that simply combine existing tools, RoRD introduces several genuine innovations:

True RSI² Implementation: Not a smoothed RSI, but actual RSI calculated on RSI values
Dual Z-Score Normalization: Unique approach to finding statistical extremes
T3 Integration: First RSI² implementation with T3 smoothing for optimal lag reduction
Quantum Orb Visualization: Revolutionary signal display method
Dynamic Regime Detection: Automatic market state classification
Statistical Adaptability: Thresholds adapt to market volatility

This indicator was built from first principles, with each component carefully selected for its mathematical properties and practical trading utility. The result is a professional-grade tool that provides insights unavailable through traditional momentum analysis.
Best Practices & Tips

Start with default settings - they're optimized for most markets
Always check HTF alignment before taking signals
Use divergences as early warning, orbs as confirmation
Respect regime backgrounds - trade with them, not against
Combine with price action - RoRD shows when, price shows where
Adjust Z-score thresholds based on market volatility
Monitor dashboard metrics for complete market context

Conclusion
RoRD isn't just another indicator—it's a complete momentum analysis system that reveals market dynamics invisible to traditional tools. By combining momentum acceleration, statistical analysis, and multi-timeframe confluence with intuitive visualization, RoRD provides traders with a sophisticated edge in any market condition.
Whether you're scalping rapid reversals or positioning for major trend changes, RoRD's unique approach to momentum analysis will transform how you see and trade market dynamics.
See momentum's future. Trade with statistical edge.

Trade with insight. Trade with anticipation.
— Dskyz, for DAFE Trading Systems

Feragatname

Bilgiler ve yayınlar, TradingView tarafından sağlanan veya onaylanan finansal, yatırım, işlem veya diğer türden tavsiye veya tavsiyeler anlamına gelmez ve teşkil etmez. Kullanım Şartları'nda daha fazlasını okuyun.