Half logistic-truncated exponential distribution: Characteristics and applications

Gul and Mohsin 2021 developed a new modified form of renowned “Half logistic” distribution introduced by Balakrishnan (1991) and named it half logistic-truncated exponential distribution (HL-TEXPD). Some mathematical characteristics are studied, including hazard function, P(th) percentile, moment ge...

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Detalles Bibliográficos
Autores principales: Gul, Ahtasham, Sandhu, Amjad Javaid, Farooq, Muhammad, Adil, Muhammad, Hassan, Yasir, Khan, Faridoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10645298/
https://www.ncbi.nlm.nih.gov/pubmed/37963157
http://dx.doi.org/10.1371/journal.pone.0285992
Descripción
Sumario:Gul and Mohsin 2021 developed a new modified form of renowned “Half logistic” distribution introduced by Balakrishnan (1991) and named it half logistic-truncated exponential distribution (HL-TEXPD). Some mathematical characteristics are studied, including hazard function, P(th) percentile, moment generating function and Shannon entropy. Simulation study is performed to examine the behaviour of parameter estimates. The proposed model is fitted on three real data sets to check its efficacy. Additionally, TTT (total time on test) plot is drawn to study the failure rate of the three data sets. The results verdict that HL-TEXPD can be efficiently utilized in the field of engineering and medical sciences based on the data sets under study contrary to the classical and baseline models.

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