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The lindley weibull distribution: Properties and applications

  • Gauss M. Cordeiro
  • , Ahmed Z. Afify
  • , Haitham M. Yousof
  • , Selen Cakmakyapan
  • , Gamze Ozel

Research output: Contribution to journalArticlepeer-review

54 Citations (Scopus)

Abstract

We introduce a new three-parameter lifetime model called the Lindley Weibull distribution, which accommodates unimodal and bathtub, and a broad variety of monotone failure rates. We provide a comprehensive account of some of its mathematical properties including ordinary and incomplete moments, quantile and generating functions and order statistics. The new density function can be expressed as a linear combination of exponentiated Weibull densities. The maximum likelihood method is used to estimate the model parameters. We present simulation results to assess the performance of the maximum likelihood estimation. We prove empirically the importance and flexibility of the new distribution in modeling two data sets.

Original languageEnglish
Pages (from-to)2579-2598
Number of pages20
JournalAnais da Academia Brasileira de Ciencias
Volume90
Issue number3
DOIs
Publication statusPublished - 1 Jul 2018

Keywords

  • Lindley G-Family
  • Maximum likelihood
  • Moments
  • Order statistics

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