Formula
Probability of at least one loss = 1 − (1 − annual probability)years
Expected loss years = annual probability × years
What the result means
Cumulative probability describes whether one or more losses occur during the period. Expected loss years is a separate average count and may be below one even when cumulative probability is substantial.
The model assumes the same annual probability and independent years. It does not model changing exposure, clustered catastrophes, aging effects, or policy coverage.