Varentropy estimators applied to test of fit for inverse Gaussian distribution

Recently, Alizadeh and Shafaei (2023) introduced some estimators for varentropy of a continuous random variable. The present article applies these estimators and construct some tests of fit for Inverse Gaussian distribution. Percentage points and type I error of the new tests are obtained and then p...

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Veröffentlicht in:Journal of Mahani Mathematical Research Center 2024-08, Vol.13 (2), p.13-32
Hauptverfasser: Hadi Alizadeh Noughabi, Mohammad Shafaei Noughabi
Format: Artikel
Sprache:eng
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Zusammenfassung:Recently, Alizadeh and Shafaei (2023) introduced some estimators for varentropy of a continuous random variable. The present article applies these estimators and construct some tests of fit for Inverse Gaussian distribution. Percentage points and type I error of the new tests are obtained and then power values of the proposed tests against various alternatives are computed. The results of a simulation study show that the tests have a good performance in terms of power. Finally, a real data set is used to illustrate the application of the proposed tests.
ISSN:2251-7952
2645-4505
DOI:10.22103/jmmr.2023.21409.1435