Portfolio selection with commodities under conditional copulas and skew preferences
This article investigates the portfolio selection problem of an investor with three-moment preferences taking positions in commodity futures. To model the asset returns, we propose a conditional asymmetric <italic>t</italic> copula with skewed and fat-tailed marginal distributions, such that we can capture the impact on optimal portfolios of time-varying moments, state-dependent correlations, and tail and asymmetric dependence. In the empirical application with oil, gold and equity data from 1990 to 2010, the conditional <italic>t</italic> copulas portfolios achieve better performance than those based on more conventional strategies. The specification of higher moments in the marginal distributions and the type of tail dependence in the copula has significant implications for the out-of-sample portfolio performance.
Year of publication: |
2015
|
---|---|
Authors: | González-Pedraz, Carlos ; Moreno, Manuel ; Peña, Juan Ignacio |
Published in: |
Quantitative Finance. - Taylor & Francis Journals, ISSN 1469-7688. - Vol. 15.2015, 1, p. 151-170
|
Publisher: |
Taylor & Francis Journals |
Saved in:
Saved in favorites
Similar items by person
-
Tail risk in energy portfolios
González-Pedraz, Carlos, (2014)
-
Tail risk in energy portfolios
González-Pedraz, Carlos, (2014)
-
Pricing tranched credit products with generalized multifactor models
Moreno, Manuel, (2007)
- More ...