medium · FRM Part 2 Market Risk

A risk practitioner is using the Cornish-Fisher expansion to estimate the 99% VaR.

If the portfolio exhibits significant negative skewness, how will the Cornish-Fisher VaR compare to the standard Normal VaR?

  1. The Cornish-Fisher VaR will be higher than the Normal VaR.
  2. They will be identical because the Cornish-Fisher expansion only adjusts for kurtosis.
  3. The VaR will decrease because negative skewness implies the distribution is bounded on the left.
  4. The Cornish-Fisher VaR will be lower because negative skewness reduces the volatility estimate.

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