Frequency-severity reserving method
Reserving method that gets an accident year's ultimate by multiplying an ultimate claim count by an ultimate average cost, each projected on its own triangle, with an inflation trend.
A motor bodily injury book counts its victims within months but takes years to learn what they cost: medical consolidation comes late, the French Dintilhac nomenclature prices loss by loss item, attendant care is capitalized. Chain ladder on incurred blends those two speeds. The frequency-severity method separates them. Claim counts are projected on a triangle of reported counts, which settles quickly. The average cost is projected on a triangle of severities, paid per closed claim or incurred per reported claim. The ultimate is their product. For the young accident year, whose severity says nothing yet, the average cost of mature years is taken and brought to the target year's level with a claims inflation trend. That trend becomes the main assumption of the method. Fisher and Lange gave a classic version, organized by report year, in the Proceedings of the CAS in 1973. The method holds on high volume lines, where counts are large and definitions stable. It breaks when the definition of a claim moves (closed without payment counted or not, one claimant or one occurrence) and when the mix shifts under the average. It also breaks on large losses, which are taken out above a threshold and handled file by file because a single one moves the year's average. It also works as a check: a chain ladder ultimate that implies a frequency or a severity outside any past series shows up at once. Not to be confused with the frequency and severity framework of pricing, which bears on the claims of future policies, nor with the average cost as a monitoring indicator.
Textbook case: accident year 2025 at 12 months, 800 bodily injury claims reported, a count development factor of 1.25 to ultimate, so 1,000 claims. The ultimate average cost of mature accident year 2021 is 9,000 euros; with claims inflation of 4% a year over four years it becomes 9,000 × 1.04⁴ = 9,000 × 1.1699 = 10,529 euros. Ultimate: 1,000 × 10,529 = 10.53 million euros. Paid to date: 2.1 million. Reserve: 8.43 million. One more point of trend (5% a year) takes the average cost to 10,940 euros and the reserve to 8.84 million.
frequency-severity reserving, frequency-severity technique, Fisher-Lange method, claim count times average cost method
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