Value at Risk (VaR)

The maximum expected loss over a specified time period at a given confidence level.

Risk Management

Definition

VaR answers the question: "What is the worst loss expected under normal conditions over a given period?" For example, 1-day 95% VaR of $1M means there is a 5% chance of losing more than $1M in a single day. VaR is the most widely used risk measure in banking and is required for regulatory capital calculations under Basel accords.

functions Formula

VaR = Portfolio Value × z-score × σ × √t

lightbulb Example

A $10M portfolio with 2% daily volatility. 1-day 95% VaR = $10M × 1.645 × 2% = $329K. There is a 5% chance of losing more than $329K in one day.

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Warning

VaR does not tell you how bad losses can get beyond the VaR level. CVaR (Expected Shortfall) addresses this limitation.

verified_user Key Points

  • Widely used in banking and regulation
  • Does not measure loss magnitude beyond VaR level
  • Common confidence levels: 95% and 99%
  • Three methods: parametric, historical, Monte Carlo

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