Statistical modelling of asymmetric risk in asset returns
Authors:
J. L. Knight a;
S. E. Satchell b;
K. C. Tran c
| Affiliations: | a Department of Economics, University of Western Ontario, Canada |
| b Trinity College and Department of Applied Economics, University of Cambridge, UK | |
| c Department of Economics, University of Saskatchewan, Canada |
DOI:
10.1080/13504869500000009
Publication Frequency:
6 issues per year
Formats available:
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Abstract
The purpose of this article is to provide a straightforward model for asset returns which captures the fundamental asymmetry in upward versus downward returns. We model this feature by using scale gamma distributions for the conditional distributions of positive and negative returns. By allowing the parameters for positive returns to differ from parameters for negative returns we can test the hypothesis of symmetry. Some applications of this process to expected utility and semi-variance calculations are considered. Finally we estimate the model using daily UK FT100 index and Futures data.
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| Keywords: asymmetric returns; FT 100; semi-variance; scale gamma distribution |
| view references (9) : view citations |

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