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Dynamic Momentum Oscillator
Description:
The Dynamic Momentum Oscillator is a statistically-driven momentum tool that goes beyond traditional oscillators. Instead of using raw price, it analyzes the momentum of a DEMA (Double Exponential Moving Average) itself, creating a smoother, more refined signal. Its innovative approach incorporates volatility-weighted z-scoring, allowing the indicator to automatically adjust its sensitivity based on market conditions, helping to identify both the strength and sustainability of momentum shifts.
🔍 How It Works:
DEMA Momentum Core: The indicator first calculates a DEMA of the price. It then analyzes the momentum of this DEMA, effectively creating a "momentum of momentum" measure that filters out market noise.
Volatility-Adaptive Z-Score: The core signal is a statistical z-score, which measures how many standard deviations the DEMA is from its mean. This tells you not just the direction, but the statistical significance of the move.
Dynamic Volatility Weighting: The unique addition is a normalized standard deviation component that weights the z-score. In high volatility periods, this amplifies the signal, making strong trends more pronounced. In low volatility, it provides a more muted, conservative output.
🎯 Interpreting the Oscillator:
Zero Line: The baseline. Momentum is considered neutral here.
Orange Histogram (Above Zero): Indicates bullish momentum. The further the bar extends above zero, the stronger and more statistically significant the bullish momentum.
Purple Histogram (Below Zero): Indicates bearish momentum. The further the bar extends below zero, the stronger and more statistically significant the bearish momentum.
Signal Strength: The height of the histogram bars reflects the combined momentum and volatility, giving you a direct visual gauge of momentum strength.
⚙️ Input Parameters (Group: Core Settings):
DEMA Length: The period for the primary Double Exponential Moving Average.
Standard Deviation Length: The lookback period for calculating volatility and the z-score.
StDev Weight: Controls the influence of volatility on the final signal (0.1 = minimal, 1.0 = maximum). Adjust this to fine-tune the indicator's responsiveness.
By focusing on the statistical properties of price momentum, the Dynamic Momentum Oscillator offers a unique lens for pinpointing high-probability trend continuations and reversals. It's a powerful tool for traders who appreciate quantitative methods.
The Dynamic Momentum Oscillator is a statistically-driven momentum tool that goes beyond traditional oscillators. Instead of using raw price, it analyzes the momentum of a DEMA (Double Exponential Moving Average) itself, creating a smoother, more refined signal. Its innovative approach incorporates volatility-weighted z-scoring, allowing the indicator to automatically adjust its sensitivity based on market conditions, helping to identify both the strength and sustainability of momentum shifts.
🔍 How It Works:
DEMA Momentum Core: The indicator first calculates a DEMA of the price. It then analyzes the momentum of this DEMA, effectively creating a "momentum of momentum" measure that filters out market noise.
Volatility-Adaptive Z-Score: The core signal is a statistical z-score, which measures how many standard deviations the DEMA is from its mean. This tells you not just the direction, but the statistical significance of the move.
Dynamic Volatility Weighting: The unique addition is a normalized standard deviation component that weights the z-score. In high volatility periods, this amplifies the signal, making strong trends more pronounced. In low volatility, it provides a more muted, conservative output.
🎯 Interpreting the Oscillator:
Zero Line: The baseline. Momentum is considered neutral here.
Orange Histogram (Above Zero): Indicates bullish momentum. The further the bar extends above zero, the stronger and more statistically significant the bullish momentum.
Purple Histogram (Below Zero): Indicates bearish momentum. The further the bar extends below zero, the stronger and more statistically significant the bearish momentum.
Signal Strength: The height of the histogram bars reflects the combined momentum and volatility, giving you a direct visual gauge of momentum strength.
⚙️ Input Parameters (Group: Core Settings):
DEMA Length: The period for the primary Double Exponential Moving Average.
Standard Deviation Length: The lookback period for calculating volatility and the z-score.
StDev Weight: Controls the influence of volatility on the final signal (0.1 = minimal, 1.0 = maximum). Adjust this to fine-tune the indicator's responsiveness.
By focusing on the statistical properties of price momentum, the Dynamic Momentum Oscillator offers a unique lens for pinpointing high-probability trend continuations and reversals. It's a powerful tool for traders who appreciate quantitative methods.
Script protégé
Ce script est publié en source fermée. Cependant, vous pouvez l'utiliser librement et sans aucune restriction – pour en savoir plus, cliquez ici.
Clause de non-responsabilité
Les informations et publications ne sont pas destinées à être, et ne constituent pas, des conseils ou recommandations financiers, d'investissement, de trading ou autres fournis ou approuvés par TradingView. Pour en savoir plus, consultez les Conditions d'utilisation.
Script protégé
Ce script est publié en source fermée. Cependant, vous pouvez l'utiliser librement et sans aucune restriction – pour en savoir plus, cliquez ici.
Clause de non-responsabilité
Les informations et publications ne sont pas destinées à être, et ne constituent pas, des conseils ou recommandations financiers, d'investissement, de trading ou autres fournis ou approuvés par TradingView. Pour en savoir plus, consultez les Conditions d'utilisation.