BF Method + Cape Cod Method Flashcards
(14 cards)
What is the BF technique?
A blend of the development and expected claims techniques. This splits the ultimate claims into two components:
1. Actual reported (or paid) claims
2. Expected unreported (or unpaid) claims
Key Assumptions of the BF Method
- Unreported (or unpaid) claims will develop based on expected claims
– Claims reported to date give no information about claims yet-to-be
reported - Reporting and payment patterns are the same as selected in the development method
Common uses of the BF Method
- Frequently used with reported and paid claims
– Can also be used with claim counts and ALAE - Used for all lines of insurance
- Works with many time intervals - AY, PY, U/W year, Rpt year, Fiscal yr
- May organize data by year, half-year, quarter, or month
Accuracy of the BF Method
- Advantage of method is that random fluctuations at early maturities do not
significantly distort the projections- An exceptionally large claim should not be allowed to distort the IBNR
reserves
- An exceptionally large claim should not be allowed to distort the IBNR
- Frequently used for long-tail lines of insurance
- Particularly for most immature years due to highly leveraged CDFs
- Used when data is extremely thin or volatile or both
Benktander Method (Iterative BF)
Credibility-weighted average of BF and Development method. Uses BF estimate as the initial expected losses to run BF again
Advantages of Benktander Method
- More responsive than BF and more stable than development method when there is no change in underlying claim development patterns
- Benktander always gives greater credibility than BF does to the development technique
- Significantly more responsive than the Expected Claims Technique
- Still more Stable than the Loss Development Technique
Disadvantages of Benktander Method
- When claim development patterns are changing, benktander may not produce most appropriate estimate
Advantages of the BF Method
- More responsive than the expected claims technique
- More Stable than the Loss Development Technique
Cape Cod Technique
Ultimate claims = Actual reported claims + Exp Unreported Claims. This is similar to BF method. This uses the weighted average loss ratio from all years
Difference with BF method
The expected loss ratio is obtained from all of the reported claim experience and evolves over time for cape cod. For BF method, the expected loss ratio is selected judgmentally or from historical claim experience and is fixed unless changed
Pros of Cape Cod Method
– Not distorted by random fluctuations early in the development period
(same as BF method)
– ELR responds to changing claims ratios
Cons of Cape Cod Method
– The method relies on reported claims to date; there must be a sufficient volume of credible reported claims in order to derive a reliable estimate
– When data is extremely thin or volatile, this method is not necessarily appropriate.
What is the “used-up” premium?
The denominator of the expected loss ratio. This is the OLEP * % Reported
What is the numerator of the expected loss ratio?
Actual reported claims