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Estimation of the parameters of multivariate stable distributions.

Authors :
Sathe, Aastha M.
Upadhye, N. S.
Source :
Communications in Statistics: Simulation & Computation. 2022, Vol. 51 Issue 10, p5897-5914. 18p.
Publication Year :
2022

Abstract

In this paper, we first discuss some of the well-known methods available in the literature for the estimation of the parameters of a univariate/multivariate stable distribution. Based on the available methods, a new hybrid method is proposed for the estimation of the parameters of a univariate stable distribution. The proposed method is further used for the estimation of the parameters of a strictly multivariate stable distribution. The efficiency, accuracy and simplicity of the new method is shown through Monte-Carlo simulation. Finally, we apply the proposed method to the univariate and bivariate financial data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
51
Issue :
10
Database :
Academic Search Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
159687407
Full Text :
https://doi.org/10.1080/03610918.2020.1784432