In this paper, we deal with the evaluation of Conditional Value-at-Risk in the framework of portfolio theory by using a modified Gaussian Copula – where the modification is obtained by introducing the Generalized Correlation Coefficient – and by assuming a GeneralizedErrorDistributionwithproperlyestimatedshapeparameterpforthereturns of the considered risky assets. In so doing, we add to the connection between standard Copula theory and financial risk assessment. A comparison analysis of our findings with those obtainable through a standard Gaussian Copula-based procedure in a set of real data is also presented.
A Generalized Error Distribution Copula-based method for portfolios risk assessment / Cerqueti, Roy; Giacalone, Massimiliano; Panarello, Demetrio. - In: PHYSICA. A. - ISSN 0378-4371. - 524:(2019), pp. 687-695. [10.1016/j.physa.2019.04.077]
A Generalized Error Distribution Copula-based method for portfolios risk assessment
Massimiliano Giacalone;
2019
Abstract
In this paper, we deal with the evaluation of Conditional Value-at-Risk in the framework of portfolio theory by using a modified Gaussian Copula – where the modification is obtained by introducing the Generalized Correlation Coefficient – and by assuming a GeneralizedErrorDistributionwithproperlyestimatedshapeparameterpforthereturns of the considered risky assets. In so doing, we add to the connection between standard Copula theory and financial risk assessment. A comparison analysis of our findings with those obtainable through a standard Gaussian Copula-based procedure in a set of real data is also presented.File | Dimensione | Formato | |
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