Modelling dependence in finance using copulas - Thierry Roncalli's ...
Modelling dependence in finance using copulas - Thierry Roncalli's ...
Modelling dependence in finance using copulas - Thierry Roncalli's ...
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3.1 General framework of capital allocation<br />
Quantile notion of the risk Let F be the (potential) loss<br />
probability distribution (we denote ϑ the correspond<strong>in</strong>g r.v.) and<br />
1 − α be the target <strong>in</strong>solvency rate. The capital charge VaR (or<br />
Capital-at-Risk/Value-at-Risk) is def<strong>in</strong>ed by<br />
or by<br />
Pr {ϑ > VaR} = 1 − α<br />
VaR = <strong>in</strong>f {x | F (x) ≥ 1−α}<br />
In general, we dist<strong>in</strong>guish Economic Capital (computed with <strong>in</strong>ternal<br />
models) and Regulatory Capital (computed accord<strong>in</strong>g to methods<br />
given by the Basel Commitee on Bank<strong>in</strong>g Supervision).<br />
<strong>Modell<strong>in</strong>g</strong> <strong>dependence</strong> <strong>in</strong> f<strong>in</strong>ance us<strong>in</strong>g <strong>copulas</strong><br />
An open field for risk management 3-2