The Gamma-Generalized Inverse Weibull Distribution with Applications to Pricing and Lifetime Data

Broderick O. Oluyede, Boikanyo Makubate, Divine Wanduku, Ibrahim Elbatal, Valeriia Sherina

Research output: Contribution to journalArticlepeer-review

Abstract

A new distribution called the gamma-generalized inverse Weibull distribution which includes inverse exponential, inverse Rayleigh, inverse Weibull, Frechet, generalized inverse Weibull, gamma-exponentiated inverse exponential, exponentiated inverse exponential, Zografos and Balakrishnan-generalized inverse Weibull, Zografos and Balakrishnan-inverse Weibull, Zografos and Balakrishnan-generalized inverse exponential, Zografos and Balakrishnan-inverse exponential, Zografos and Balakrishnan-generalized inverse Rayleigh, Zografos and Balakrishnan-inverse Rayleigh, and Zografos and Balakrishnan-Fr'echet distributions as special cases is proposed and studied in detail. Some structural properties of this new distribution including density expansion, moments, Renyi entropy, distribution of the order statistics, moments of the order statistics and L-moments are presented. Maximum likelihood estimation technique is used to estimate the model parameters and applications to a real datasets to illustrate its usefulness are presented.

Original languageAmerican English
JournalJournal of Computations & Modelling
Volume7
StatePublished - Apr 30 2017

Keywords

  • Gamma Distribution
  • Inverse Weibull Distribution
  • Maximum Likelihood Estimation
  • Zografos and Balakrishnan Gamma Generator

DC Disciplines

  • Education
  • Mathematics

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