Title :
Statistical properties of African FX rates: An application of the Stable Paretian Hypothesis
Author :
Basterfield, D. ; Bundt, Thomas ; Murphy, Grattan
Abstract :
This paper fits Stable Paretian distributions to daily returns data for 41 continental African currencies. Data analysis shows that the returns from all currencies are non-normally distributed and can befitted as non-normal members of the class of stable distributions. This implies that returns for all currencies have infinite variance. In addition, several currencies have characteristic exponents less than unity, implying that no moments exist for these currencies. The implications for mean-variance portfolio management and risk management are also discussed.
Keywords :
Pareto distribution; economic cybernetics; foreign exchange trading; statistical analysis; African FX rates; Stable Paretian Hypothesis; continental African currencies; daily returns data; foreign exchange risk; mean-variance portfolio management; risk management; stable distributions; Application software; Computer science; Data analysis; Data engineering; Investments; Portfolios; Risk analysis; Risk management; Statistical analysis; Testing;
Conference_Titel :
Computational Intelligence for Financial Engineering, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-7654-4
DOI :
10.1109/CIFER.2003.1196264