OPEN-SOURCE SCRIPT
Z-Score Distortion Lab
Name: Z-Score Distortion Lab 🔬
Description:
The Anatomy of Market Volatility
Most indicators focus on price direction, but Z-Score Distortion Lab dives deeper into the "Statistical Health" of the market. This tool analyzes the 3rd and 4th statistical moments—Skewness and Excess Kurtosis—to identify when price action is deviating from a normal distribution.
Key Clinical Features:
Skewness (Neon Line): Measures the asymmetry of price distribution. A high positive/negative skew indicates a strong directional bias or "Distortion" that often precedes trend exhaustion or sharp reversals.
Excess Kurtosis (Aqua Line): Monitors "Fat-Tail Risk." When Kurtosis spikes, it signals extreme market conditions and high volatility where outliers (black swan events) are more likely to occur.
Visual Diagnostics: Equipped with "Risk Triangles" and "Bias Arrows" to highlight statistical anomalies in real-time.
How to use in your "Lab":
Risk Monitoring: Use the Kurtosis threshold to identify high-risk environments where standard strategies might fail.
Bias Detection: Use Skewness arrows to confirm the underlying strength of a move.
Customizable Thresholds: Fully adjustable inputs to fit your specific timeframe and asset class.
Disclaimer:
This tool is for statistical analysis and educational purposes only. It does not provide financial advice or guaranteed trade signals. Always use proper risk management.
Description:
The Anatomy of Market Volatility
Most indicators focus on price direction, but Z-Score Distortion Lab dives deeper into the "Statistical Health" of the market. This tool analyzes the 3rd and 4th statistical moments—Skewness and Excess Kurtosis—to identify when price action is deviating from a normal distribution.
Key Clinical Features:
Skewness (Neon Line): Measures the asymmetry of price distribution. A high positive/negative skew indicates a strong directional bias or "Distortion" that often precedes trend exhaustion or sharp reversals.
Excess Kurtosis (Aqua Line): Monitors "Fat-Tail Risk." When Kurtosis spikes, it signals extreme market conditions and high volatility where outliers (black swan events) are more likely to occur.
Visual Diagnostics: Equipped with "Risk Triangles" and "Bias Arrows" to highlight statistical anomalies in real-time.
How to use in your "Lab":
Risk Monitoring: Use the Kurtosis threshold to identify high-risk environments where standard strategies might fail.
Bias Detection: Use Skewness arrows to confirm the underlying strength of a move.
Customizable Thresholds: Fully adjustable inputs to fit your specific timeframe and asset class.
Disclaimer:
This tool is for statistical analysis and educational purposes only. It does not provide financial advice or guaranteed trade signals. Always use proper risk management.
開源腳本
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免責聲明
這些資訊和出版物並非旨在提供，也不構成TradingView提供或認可的任何形式的財務、投資、交易或其他類型的建議或推薦。請閱讀使用條款以了解更多資訊。
開源腳本
秉持TradingView一貫精神，這個腳本的創作者將其設為開源，以便交易者檢視並驗證其功能。向作者致敬！您可以免費使用此腳本，但請注意，重新發佈代碼需遵守我們的社群規範。
免責聲明
這些資訊和出版物並非旨在提供，也不構成TradingView提供或認可的任何形式的財務、投資、交易或其他類型的建議或推薦。請閱讀使用條款以了解更多資訊。