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The lindley weibull distribution: Properties and applications

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

Araştırma sonucu: Dergiye katkıMakalebilirkişi

54 Alıntılar (Scopus)

Özet

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.

Orijinal dilİngilizce
Sayfa (başlangıç-bitiş)2579-2598
Sayfa sayısı20
DergiAnais da Academia Brasileira de Ciencias
Hacim90
Basın numarası3
DOI'lar
Yayın durumuYayınlandı - 1 Tem 2018

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