Abstract
In the setting of bivariate Eyraud-Farlie-Gumbel-Morgenstern copula and heavy tails characterized by the power law of tail decay, we give the asymptotics of value-at-risk for portfolio loss as the confidence level tends to one. It can be seen from the obtained asymptotics that diversification decreases the value-at-risk of portfolio loss for the tail index greater than one and increases the value-at-risk of portfolio loss for the tail index less than one. To illustrate the obtained results, a relevant example is shown.
| Original language | English |
|---|---|
| Pages (from-to) | 2462-2471 |
| Number of pages | 10 |
| Journal | Communications in Statistics: Simulation and Computation |
| Volume | 49 |
| Issue number | 9 |
| DOIs | |
| State | Published - 1 Sep 2020 |
Keywords
- Bivariate Eyraud-Farlie-Gumbel-Morgenstern copula
- Diversification
- Portfolio loss
- Power-law
- Value-at-risk
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