What tool is used to help select the right specific deductible level?

What tool is used to help select the right specific deductible level?

• A. Monte Carlo simulation
• B. Linear regression
• C. Decision tree analysis
• D. Sensitivity analysis

Answer: (A)

Monte Carlo simulation models the randomness in insurance claims and lets you test many possible future scenarios to see how a deductible level performs overall. By simulating thousands of claim years, you can compare the total cost to the policyholder—premium plus out-of-pocket payments—for each deductible, then look at the expected value and risk (like upside/downside) to pick a level that fits your risk tolerance and budget. This approach captures the full distribution of outcomes under uncertainty, rather than relying on a single estimate. Other tools don’t handle this kind of stochastic, multi-scenario evaluation as effectively: regression assumes a fixed relationship, a decision tree outlines steps but doesn’t propagate random variability across many simulations, and sensitivity analysis varies one parameter at a time without modeling the joint randomness of frequency and severity.

Monte Carlo simulation models the randomness in insurance claims and lets you test many possible future scenarios to see how a deductible level performs overall. By simulating thousands of claim years, you can compare the total cost to the policyholder—premium plus out-of-pocket payments—for each deductible, then look at the expected value and risk (like upside/downside) to pick a level that fits your risk tolerance and budget. This approach captures the full distribution of outcomes under uncertainty, rather than relying on a single estimate. Other tools don’t handle this kind of stochastic, multi-scenario evaluation as effectively: regression assumes a fixed relationship, a decision tree outlines steps but doesn’t propagate random variability across many simulations, and sensitivity analysis varies one parameter at a time without modeling the joint randomness of frequency and severity.