IAI Actuarial Core Principles · Economic Modelling · Valuing benefit guarantees using simulation
An insurer values a maturity guarantee of Rs 10,00,000 using 10,000 simulated fund paths. At maturity, the fund value is below Rs 10,00,000 in 1,200 paths, and the average shortfall across those 1,200 paths is Rs 2,50,000. Ignoring discounting, what is the estimated cost of the guarantee per policy?
The estimated cost is Rs 30,000 per policy. The total shortfall is 1,200 times Rs 2,50,000, which is Rs 30 crore, and dividing by all 10,000 simulated paths, not just the 1,200 losing ones, gives the expected cost.
- ARs 30,000Correct
- BRs 2,50,000
- CRs 3,00,000
- DRs 20,833
- Rs 12,000
Explanation
The expected shortfall over all paths is the total shortfall divided by 10,000. Total shortfall = 1,200 x 2,50,000 = Rs 30,00,00,000, so the average is Rs 30,000. Rs 2,50,000 is wrong because it averages only over the paths where the guarantee bites, ignoring the 12% probability.
Did you get it right without looking?
One question tells you little. A timed set on Valuing benefit guarantees using simulation shows your real accuracy, how long you take and where you lose marks.
More Valuing benefit guarantees using simulation questions
- A life insurer sells a unit-linked contract with a guaranteed minimum maturity benefit (GMMB) equal to the premium paid, with the fund inves…
- When generating a standard normal variate from a uniform random number U on (0,1) by the inverse transform method, which is the correct proc…
- Which statement about a guarantee-cost estimate from Monte Carlo simulation is correct?
- An insurer values a maturity guarantee on a unit-linked policy by Monte Carlo simulation, using a stochastic model for equity returns. Which…
- A simulation estimate of a guarantee cost is Rs 12.0 crore with a sample standard deviation per path of Rs 30 crore, using 10,000 independen…
- An insurer uses stochastic simulation to value a maturity guarantee on a unit-linked policy. It wants a market-consistent value consistent w…