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18 Cards in this Set

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What is a co-measure?

Contribution of business unit to other risk measures




For a risk measure:ρ(Y) = Eh(Y) · L(Y)g(Y)




We have a co-measurer(Xj) = Eh(Xj) · L(Y)g(Y)




We require h() to be additive: h(x + y) = h(x) + h(y)




The co-measures sum to the risk measure


ρ(Y) = ∑j r(Xj)ERA

Are co-measures marginal?

Up to 1 co-measure will be marginal

What makes an allocation a Marginal Method?

A change in the company’s risk measure from a small change in a single business unit is attributed to that business unit

What is a suitable allocation?


Are marginal allocations suitable?

If a unit that has above average return on capital grows, then the return on capital for the entire firm will increase.


Yes. A marginal allocation will always be Suitable.

What is a scalable risk measure?

ρ(aY) = a · ρ(Y)

How to directly calculate a marginal allocation from the risk measure?

r(Xj) = lime→0 [ρ(Y + e · Xj) − ρ(Y) ] / e

What is risk adjusted profit?

Pj / r(Xj)


Pj = profit from unit j


r(Xj) is the allocated risk measure




For this to be true risk adjusted profit, need:r(Xj) ∝ Market Value of Risk

Why would we use multiple risk measures to calculate risk adjusted profit?

Pjr(Xj)


Pjis profit


r(Xj) is the allocated risk measure


• Need r(Xj) ∝ Market Value of Risk


• We don’t know Market Value, so we use several riskmeasures - and hope they indicate a consistent result

How can we use a Stop-Loss to allocate cost of capital? (4)

• The Market Price of a stop loss is the cost of capital


• Could use the Mean on Transformed probabilities


• Minimum Entropy Transform


• Mean + 30% Standard Deviation

How can options be used to allocate cost of capital?Why aren’t Options considered a good solution?

Use the Option Value of: The right of the business unit to callon the capital of the firmTiming is not fixed, thus they are difficult to value

Why is allocating Capital considered Arbitrary and Artificial

• Arbitrary - different risk measures give differentallocations, so the allocations are different• Artificial - each business unit has access to the capital ofthe entire firm, not just a portion of it

Co-measure of VaR

r(Xj) = E[Xj|F(Y) = α ]




The expected loss in unit j when the firm has a loss at the αthpercentile




h(Y) = Y ; L(Y) = 1 ; g(Y) = F(Y) = αE

Co-measure of TVaR

r(Xj) = E[Xj |F(Y) > α ]




The expected loss in unit j when the firm has a loss excess ofthe αth percentileh(Y) = Y ; L(Y) = 1 ; g(Y) = F(Y) > αE

Co-measure of Standard Deviation

r(Xj) =Cov(Xj,Y) / Stdev(Y)




This is the Marginal Co-measureh(Y) = Y − EY ; L(Y) = Y − EYStdev(Y); g(Y) = True

What is the Co-measure of EPD?

r(Xj) = (CoTVaRα − CoVaRα) · (1 − α)




This is analogous to the definition of EPD.

List Advantages of Economic Capital (4)

• Unifying Measure for all risks across anorganization


• More Meaningful than RBC or Capital AdequacyRatios


• Firm Quantifies Risks via ProbabilityDistributions


• Framework for setting acceptable risk levels

What is the difference between Expected Policyholder Deficit and Value of Default Put at some percentile α

EPD is the expected losses excess of VaRα


Value of Default Put is the Market Value of protecting against losses excess of VaRα

What properties does a scalable risk measure have?

It is both Marginal and Additive