Skip to content

IAI Actuarial Core Principles · Risk Modelling and Survival Analysis · Loss distributions, with and without risk sharing

Claims follow a Pareto distribution with parameters alpha = 4 and lambda = 6,000 (Rs). Claims inflate by 25% with no change in alpha. Which pair gives the new Pareto parameters and the new mean claim?

The new Pareto has alpha = 4 and lambda = 7,500, giving a mean of Rs 2,500. Inflation scales lambda by 1.25 while the shape alpha stays fixed, and the mean 7,500/3 equals the old mean of 2,000 times 1.25.

  1. Aalpha = 4, lambda = 7,500, mean = 2,500Correct
  2. Balpha = 5, lambda = 6,000, mean = 1,500
  3. Calpha = 4, lambda = 7,500, mean = 2,000
  4. Dalpha = 4, lambda = 6,000, mean = 2,500
  5. alpha = 3.2, lambda = 6,000, mean = 2,500

Explanation

Scaling a Pareto by 1.25 multiplies lambda by 1.25 and leaves alpha unchanged, so lambda = 7,500. The mean is lambda/(alpha-1) = 7,500/3 = 2,500. Check: the old mean is 2,000, and 2,000 x 1.25 = 2,500. The option with lambda = 7,500 and mean 2,000 forgets to update the mean.

Did you get it right without looking?

One question tells you little. A timed set on Loss distributions, with and without risk sharing shows your real accuracy, how long you take and where you lose marks.

More Loss distributions, with and without risk sharing questions