medium · Frm Part 2 Market Risk

A risk manager uses the Cornish-Fisher expansion to adjust a VaR estimate.

What is the primary purpose of this semi-parametric repair?

  1. To reduce the dimensionality of a large covariance matrix.
  2. To adjust the normal distribution quantiles for skewness and kurtosis.
  3. To model the extreme tail using the Generalized Pareto Distribution.
  4. To account for time-varying volatility in historical simulation.

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