Some additional facts about the unit-Gompertz distribution


Sindhu T. N., Shafiq A., Mazucheli J., ÖZEL KADILAR G., Alves B.

CHILEAN JOURNAL OF STATISTICS, vol.14, no.2, pp.143-171, 2023 (ESCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 14 Issue: 2
  • Publication Date: 2023
  • Doi Number: 10.32372/chjs.14-02-05
  • Journal Name: CHILEAN JOURNAL OF STATISTICS
  • Journal Indexes: Emerging Sources Citation Index (ESCI), Scopus
  • Page Numbers: pp.143-171
  • Hacettepe University Affiliated: Yes

Abstract

In this article, a two -parameter model called unit-Gompertz is studied over the unit interval. We describe its statistical characteristics such as uncertainty measures of Shannon, Tsallis, Renyi, Mathai-Houb old, Kumar and Verma, order statistics, quantile function, maximum likelihood estimation, factorial and characteristic function, moment generating function, and stress -strength analysis. The effectiveness of the studied model is demonstrated by the use of two datasets from the real life. The model has flexible hazard rate shapes, presents better performance and fits the data better than other usual models.