Abstract
The main problem in applying the multivariate stable and geo-stable distributions is the lack of a closed-form formula for the probability density function. In this article, we provide a solution by using the connection between these two distributions and fractional calculus. The analytical-numeric formulas for the probability density function for these two probability distributions are obtained via three analytic approximation methods - homotopy perturbation method, Adomian decomposition method, and variational iteration method. Finally, the convergent analysis of the applied methods is discussed.
| Original language | English |
|---|---|
| Pages (from-to) | 260-282 |
| Number of pages | 23 |
| Journal | Journal of Statistical Theory and Practice |
| Volume | 8 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 3 Apr 2014 |
| Externally published | Yes |
Keywords
- Adomian decomposition method
- Fractional calculus
- Homotopy perturbation method
- Multivariate geo-stable distributions
- Multivariate stable distributions
- Variational iteration method