medium · Frm Part 2 Market Risk

A risk practitioner is choosing between Age-Weighted (Boudoukh-Richardson-Whitelaw) and Volatility-Weighted (Hull-White) Historical Simulation.

What is the unique advantage of the Volatility-Weighted approach?

  1. It reduces the 'ghost effect' where a large loss stays in the VaR for exactly N days.
  2. It can produce VaR estimates that are larger than any loss observed in the historical window.
  3. It ensures that older data is given more weight than recent data.
  4. It eliminates the need for any assumptions about the underlying distribution.

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