Volatility Analysis Tool - Historical Volatility & VaR Calculator
Calculate historical volatility and Value at Risk (VaR) for any asset. Analyze price volatility patterns, assess trading risk, and optimize position sizing with professional volatility metrics and risk analysis.
Volatility & Risk Analyzer
Analyze historical volatility and Value at Risk
Understanding Volatility Analysis
What is Volatility?
Volatility measures the degree of price variation over time. It's calculated as the standard deviation of price returns and indicates how much prices fluctuate around their average.
Asset-Specific Annualization
Stocks (√252): 252 trading days per year
Crypto (√365): 365 days - trades 24/7
Forex (√260): 260 days - 5 days/week, 24hrs
Using correct factors ensures accurate comparisons.
Risk Assessment
Low Volatility (0-15%): Stable assets, lower risk
Medium Volatility (15-30%): Moderate risk assets
High Volatility (30%+): High risk, high reward potential
Value at Risk (VaR) & Expected Shortfall
VaR estimates the maximum potential loss at a given confidence level (e.g., 95% VaR = 5% means 5% chance of losing >5%). Expected Shortfall (ES/CVaR) goes further—it's the average loss when VaR is breached. ES is the regulatory standard (Basel III) as it captures tail risk better than VaR alone.
How to Use the Volatility Analyzer
Enter Asset Information
Input the asset name and select the analysis period. Longer periods provide more robust volatility estimates but may not reflect recent market changes.
Input Price Data
Enter daily closing prices for the asset. Use at least 20 data points for reliable results. Sample data is available to test the calculator with different volatility profiles.
Analyze Results
Review volatility metrics, risk assessment, and VaR calculations. Use these insights for position sizing, risk management, and portfolio construction decisions.
Volatility Risk Analysis
Understanding volatility metrics and their impact on trading decisions
Low Volatility Assets
Stable assets with predictable price movements. Lower risk allows for larger position sizes and tighter stop losses.
Medium Volatility Assets
Balanced risk-reward profile. Requires careful position sizing and standard risk management practices.
High Volatility Assets
High-risk, high-reward assets requiring smaller positions and wider stop losses. Demands advanced risk management.
Volatility Analysis FAQ
Essential questions about volatility calculations and risk analysis
Need More Help?
Still have questions?
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