The Burr III-Topp-Leone-G family of distributions with applications

In this article, we present a new family of generalized distributions called the Burr III-Topp-Leone-G (BIII-TL-G). We further study in detail its structural properties including moments, probability weighted moments, distribution of order statistics, and entropy. The maximum likelihood estimation m...

Descripción completa

Detalles Bibliográficos
Autores principales: Chipepa, Fastel, Oluyede, Broderick, Peter, Peter O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082212/
https://www.ncbi.nlm.nih.gov/pubmed/33981869
http://dx.doi.org/10.1016/j.heliyon.2021.e06534
Descripción
Sumario:In this article, we present a new family of generalized distributions called the Burr III-Topp-Leone-G (BIII-TL-G). We further study in detail its structural properties including moments, probability weighted moments, distribution of order statistics, and entropy. The maximum likelihood estimation method is used to estimate the model parameters. Simulations are carried out to show the consistency and efficiency of parameter estimates and finally, real data sets are used to demonstrate the applicability of the proposed model.

Ejemplares similares