Reserving - ULAE Flashcards
Approaches to Estimating ULAE
- can be grouped categorically as either dollar based techniques that relates ULAE dollars to claims dollars, count based tech that assign ULAE cost per claim or transaction, or triangle based tech that rely on ULAE payment pattern
- can also use market value approach which = cost that TPA would require to take over handling book of claims
Dollar-based Tech: Generalized Approach
-common assumption: ULAE cost track with claims cost in both timing and amount
selecting ratio W*
-after obtaining M and B for several past CYs, can calc W=M/B for each year and use judgment to obtain selected ratio W*
3 ways to estimate unpaid ULAE for group of AYs as of given ultimate claims for same group (L)
When is approach not appropriate?
it does not account for when ULAE inflation is different than claims inflation
Simplified Generalized approach
Classical Approach: key assumptions
ULAE costs are proportional to $s of claims being handled
- half of ULAE is spent when opening and half spent when closing (U1=50% and U3=50%)
- no partial payments
- when estimating B, need additional assumption that insurer’s BOB has reached stead state so R=P
Classical Approach formulas
Classical Approach: not appropriate
-approach does not work well for long-tailed LOBs, when ULAE inflation rates differ from claims, when insurer is significantly growing/shrinking, or when 50/50 not appropriate
Kittel Approach & its assumptions
- only difference from Classical is claims basis estimation, B
- steady state assumption of R=P would lead to inaccurate results for BOB growing/shrinking
2 assumptions:
- change in pure IBNR during any given CY is 0 (same assumption made under generalized approach)
- prior year total reserves are accurate
Kittel Approach formulas
Kittle appropriateness
- improvement over classical when book is growing/shrinking and for long tailed
- not good when 50/50 not appropriate or inflation differs
Mango-Allen
- only difference from classical is that expected paid claims are used instead of actual paid when estimating B
- useful when insurers have limited or volatile CY paid
Count-Based Techniques: recognizes 2 issues
Recognizes 2 issues with dollar-based approaches
- ULAE is not directly proportional to claims
- Using ULAE-to-claims ratios results in volatile ULAE when claims are volatile
Count-based Techniques: assumption
Key assumption = same kind of transaction costs the same ULAE regardless of claims size