Marginal Tail Value-at-Risk (Marginal
TVaR)
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Suppose we have a set of
risk
factors which we can characterise by an
-dimensional
vector
.
Suppose that the (active) exposures we have to these factors are characterised
by another
-dimensional vector,
.
Then the aggregate exposure is
.
The Value-at-Risk of the portfolio of exposures
at
confidence level
,
,
is usually defined to be the value such that
.
The Tail Value-at-Risk is defined as:

The Marginal Tail Value-at-Risk,
,
is the sensitivity of
to
a small change in
’th exposure. It is therefore:

Because Tail Value-at-Risk is (first-order) homogeneous (for
a continuous probability distribution) it satisfies the Euler capital
allocation principle and hence:

If the risk factors are multivariate normally distributed
then
can
be expressed using a relatively simple formula, see here.