hard · Frm Part 2 Market Risk

A risk practitioner is comparing different refinements of Historical Simulation (HS) for a trading book.

Which of the following statements correctly identifies a structural property of Volatility-Weighted Historical Simulation (Hull-White) that distinguishes it from Age-Weighted Historical Simulation (Boudoukh-Richardson-Whitelaw)?

  1. It reduces V aR procyclicality by applying a floor to the volatility scaling factor during periods of market stress.
  2. It is the only HS refinement that can produce a V aR estimate exceeding the maximum raw loss observed in the historical window.
  3. It automatically captures non-linear tail dependence by utilizing a t-copula to join marginal distributions.
  4. It eliminates the 'ghost effect' by decaying the importance of old observations geometrically over time.

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