Adaptive Fear & Greed Index with ML-Enhanced SD - HOSSAM
📊 Overview
A sophisticated market sentiment indicator that combines traditional Fear and Greed Index methodology with machine learning-inspired adaptive algorithms. This tool dynamically adjusts to changing market conditions, providing more accurate sentiment readings and early warning signals.
🔥 Key Features
Adaptive Standard Deviation: Automatically adjusts volatility bands based on market conditions
VWAP Integration: Incorporates volume-weighted average price for better price context
Machine Learning Elements: Self-adjusting parameters that learn from recent market behavior
Multi-Regime Detection: Identifies high/low volatility environments
Dynamic Weighting: Automatically adjusts component weights based on market performance
Z-Score Analysis: Statistical significance measurement for deviations
📈 How It Works
The indicator combines four key market components:
Price Momentum with VWAP deviation
Volume-Weighted Volatility
RSI with Volume Confirmation
Market Structure Analysis
🎯 Interpretation
0-30: Extreme Fear (Potential Buying Opportunity)
30-40: Fear
40-60: Neutral
60-70: Greed
70-100: Extreme Greed (Potential Selling Opportunity)
⚡ Unique Advantages
Self-Adjusting Bands: SD bands expand during high volatility, contract during calm periods
Regime Awareness: Different signals for high/low volatility environments
Volume Validation: All components include volume confirmation
Statistical Significance: Z-scores show how extreme current readings are
🚨 Alert Conditions
Extreme greed/fear in high volatility regimes
Statistical outliers (Z-score > 2.5)
Trend acceleration signals
💡 Ideal For
Crypto traders seeking sentiment-based entries/exits
Swing traders looking for mean reversion opportunities
Risk management and position sizing decisions
Market regime identification
⚙️ Customization
Adjustable parameters include lookback period, SD multiplier, smoothing, and ML learning rate to match your trading style.
Category: Strategy & Sentiment Analysis
Tags: #FearAndGreed #MarketSentiment #Volatility #Cryptocurrency #Trading #Indicator #MachineLearning #VWAP
Invite-only script
Only users approved by the author can access this script. You'll need to request and get permission to use it. This is typically granted after payment. For more details, follow the author's instructions below or contact hossamyossef701 directly.
TradingView does NOT recommend paying for or using a script unless you fully trust its author and understand how it works. You may also find free, open-source alternatives in our community scripts.
Author's instructions
Disclaimer
Invite-only script
Only users approved by the author can access this script. You'll need to request and get permission to use it. This is typically granted after payment. For more details, follow the author's instructions below or contact hossamyossef701 directly.
TradingView does NOT recommend paying for or using a script unless you fully trust its author and understand how it works. You may also find free, open-source alternatives in our community scripts.