Accès ouvert

The Gull Alpha Power Lomax distributions: Properties, simulation, and applications to modeling COVID-19 mortality rates

Article scientifique 2023 Anglais

Résumé

The Gull Alpha Power Lomax distribution is a new extension of the Lomax distribution that we developed in this paper (GAPL). The proposed distribution's appropriateness stems from its usefulness to model both monotonic and non-monotonic hazard rate functions, which are widely used in reliability engineering and survival analysis. In addition to their special cases, many statistical features were determined. The maximum likelihood method is used to estimate the model's unknown parameters. Furthermore, the proposed distribution's usefulness is demonstrated using two medical data sets dealing with COVID-19 patients' mortality rates, as well as extensive simulated data applied to assess the performance of the estimators of the proposed distribution.

Citer ce document

Tolba, A., Muse, A., Fayomi, A., Baaqeel, H., Almetwally, E. (2023). The Gull Alpha Power Lomax distributions: Properties, simulation, and applications to modeling COVID-19 mortality rates. https://doi.org/10.1371/journal.pone.0283308

Accès au document

Texte intégral en lecture en ligne, réservé aux abonnés SPHAERO et aux membres de l'institution. Se connecter

Voir l'article sur le site de la revue

Auteur(s)

Ahlam H. Tolba Abdisalam Hassan Muse Aisha Fayomi Hanan M. Baaqeel Ehab M. Almetwally

Statistiques

Consultations : 1

Téléchargements : 0