| "An application of Game Theory: Property Catastrophe Risk Load" |
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- Donald F.Mango, FCAS
Prize Paper: Most Innovative |
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| "Capital and Risk and Their Relationship to Reinsurance Programmes" |
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- Stewart M. Coutts and Timothy R.H. Thomas, CA |
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There's a problem with the way many actuaries handle risk in reinsurance prices today
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| Conventional Wisdom: |
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"Reinsurance Rates-on-Line look a lot like probabilities ... |
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ROL(no coverage) = 0 |
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ROL(certain loss) = 1 |
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ROL(A+B) = ROL(A) + ROL(B), if disjoint, i.e., separate limits, |
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... So let's treat them like they are probabilities." |
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Conventional Wisdom in Use
Dual Triggers: ROL(A&B) = ROL(A) • ROL(B) (independent case)
Second-Event Covers:
ROL(2nd Event) = ROL(1st Event)²
Price with Reinstatement @ 100%:
ROL(1@100%) = ROL(w/o RI) - ROL(w/o RI)²/2
< ROL(w/o RI)
But does this make sense with what we know about pricing one contract at a time?
General Economic Theory: Marginal Revenue = (at equilibrium) Marginal Cost
Insurance Pricing:
Marginal Profit = (we hope) Cost of Marginal Risk
The standard application in reinsurance today is Kreps' model, which assumes that each reinsurer maintains a constant ratio of surplus to standard deviation of results.
Marginal Cost of Risk  |
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Standard Deviation of Constract's Results |
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so |
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Reinsurance Premium = µ + Rσ |
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or |
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ROL = Frequency + Rσ / limit |
Let's use Kreps to compare the value of a layer with and without mandatory reinstatement.
Layers Price Without Reinstatement
Poisson Frequency - Kreps' Profit Model

Covers Without Reinstatement
Traditionally, Cat and Clash covers have occurrence/aggregate limits. After one full hit the limit is exhausted, unless it is reinstated, often for additional premiums.
Reinstatement at 100%
Many covers today provide an additional limit, which is provided on a mandatory basis, reducing the loss collection by an additional premium for the reinstated limit. The premium is equal to the initial premium times the amount of loss (as a portion of the limit), but not reduced for the portion of the contract which has expired:
100% with respect to time
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