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From Principle-Based Risk Management to Solvency ... - Scor

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and that the mismatches Mi decompose in<strong>to</strong> basket mismatches accordingly,<br />

n�<br />

Mi = M b i ,<br />

b=1<br />

with M b i denoting the mismatch from the basket Lb i .<br />

Depending on the difference in speed of the reduction of uncertainty over<br />

time for the different baskets, the relative weight of a given basket L b i within<br />

Li will change as i =1, 2 ... increases, in the sense that its contribution <strong>to</strong><br />

the mismatch shortfall<br />

SCR(i) =ESα[Mi]<br />

will change with i.<br />

For instance, a short-tail basket might have a high relative weight for<br />

small i but will quickly be practically run-off, so that its weight will soon<br />

reduce <strong>to</strong> zero. On the other hand, the basket L b i<br />

with the longest tail will<br />

eventually be the only remaining contribu<strong>to</strong>r <strong>to</strong> the mismatch, so that for<br />

large enough i,<br />

ESα[Mi] =ESα[M b i ].<br />

Clearly, for any b, the basket “stand-alone” shortfall ESα[M b i ] provides an<br />

upper bound for the contribution of the basket b <strong>to</strong> the shortfall ESα[Mi].<br />

In case the ORP selected is the expected cash-flow-replicating-portfolio,<br />

decompose in<strong>to</strong><br />

given by<br />

the mismatches Mi given by (2.22) for the portfolios Lb i<br />

basket mismatches M b i<br />

M b i = E[R b 0 |Fi+1] − E[R b 0 |Fi],<br />

where Rb i denotes the discounted outstanding reserves for basket b at time i<br />

defined in (2.10).<br />

In order <strong>to</strong> calculate SCR(i) =ESα[Mi] from the distributions of the<br />

basket mismatches ESα[Mi], assumptions on the dependencies of the random<br />

variables M b i have <strong>to</strong> be made. These dependencies might depend on<br />

i. Clearly,<br />

ESα[Mi] ≤ �<br />

L b i<br />

b<br />

ESα[M b i ].<br />

We propose <strong>to</strong> measure the speed of reduction of uncertainty for basket<br />

for i =1, 2 ... by the ratio<br />

ξ (i)<br />

b := ESα[M b i ]<br />

ESα[M b 1 ].<br />

(2.23)<br />

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