Forthcoming

The Extended Chen-Poisson Lifetime Distribution

Accepted - November 2021

Authors

  • Ivo Sousa-Ferreira Universidade de Lisboa
  • Ana Maria Abreu Universidade da Madeira
  • Cristina Rocha Universidade de Lisboa

Keywords:

Chen distribution, compounding Poisson, maximum likelihood estimation, survival analysis, unified Poisson family

Abstract

A three-parameter lifetime distribution is proposed, named extended Chen-Poisson distribution, by compounding the Chen and zero-truncated Poisson distributions. The new distribution belongs to the unified Poisson family, where both distributions of the minimum and maximum are merged into one. Several properties of the distribution are studied. The proposed distribution is quite flexible since it accommodates different complex hazard shapes. Inference is based on the maximum likelihood method in the presence of a right-censoring mechanism. A simulation study is performed to evaluate the properties of the parameters estimators. Two real lifetime data sets are analysed for purposes of comparison with other generalizations of the Chen distribution, as well as with other members of the unified Poisson family. The obtained results allow to highlight the potential of the new distribution.

Additional Files

Published

2021-11-05

How to Cite

Sousa-Ferreira , I., Abreu , A. M., & Rocha , C. (2021). The Extended Chen-Poisson Lifetime Distribution: Accepted - November 2021. REVSTAT-Statistical Journal. Retrieved from https://revstat.ine.pt/index.php/REVSTAT/article/view/405

Issue

Section

Forthcoming Paper