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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.
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Script protegido
Esse script é publicada como código fechado. No entanto, você pode gerenciar suas escolhas de bate-papo. Por favor, abra suas Configurações do perfil
Aviso legal
As informações e publicações não se destinam a ser, e não constituem, conselhos ou recomendações financeiras, de investimento, comerciais ou de outro tipo fornecidos ou endossados pela TradingView. Leia mais nos Termos de Uso.