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Goodness-of-fit test for the one-sided Lévy distribution.

Authors :
Kumari, Aditi
Bhati, Deepesh
Source :
Journal of Applied Statistics. Aug2024, Vol. 51 Issue 10, p1961-1975. 15p.
Publication Year :
2024

Abstract

The main aim of this work is to develop a new goodness-of-fit test for the one-sided Lévy distribution. The proposed test is based on the scale-ratio approach in which two estimators of the scale parameter of one-sided Lévy distribution are confronted. The asymptotic distribution of the test statistic is obtained under null hypotheses. The performance of the test is demonstrated using simulated observations from various known distributions. Finally, two real-world datasets are analyzed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
51
Issue :
10
Database :
Academic Search Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
178652004
Full Text :
https://doi.org/10.1080/02664763.2023.2251098