FRM Part II · FRM Exam Part II · Validating Bank Holding Companies' Value-at-Risk Models for Market Risk
A validator examines a historical-simulation VaR model that uses a one-year window of daily data. After a prolonged calm period, market volatility spikes sharply. Which assumption weakness is most directly exposed?
The exposed weakness is the assumption that the past window represents near-term risk. With equal weighting of calm observations, historical-simulation VaR adjusts slowly when volatility jumps, understating risk until the window fills with turbulent data.
- AThe assumption that returns are normally distributed
- BThe assumption that the recent window is representative of near-term risk, so VaR reacts slowly to the new regimeCorrect
- CThe assumption that positions are linear in risk factors
- DThe assumption that risk factors are perfectly correlated
Explanation
Historical simulation with an equally weighted window assumes the sample reflects future conditions. After a regime shift, calm observations dominate and VaR lags. Historical simulation does not assume normality or linearity.
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