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The Marshall-Olkin Gumbel-Lomax distribution: properties and applications

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Abstracts We introduce a new flexible five parameter lifetime distribution called Marshall-Olkin Gumbel-Lomax distribution. Some characterizations of the distribution such as the quantile function, moments, Trimmed L-moments, moment generating function,… Click to show full abstract

Abstracts We introduce a new flexible five parameter lifetime distribution called Marshall-Olkin Gumbel-Lomax distribution. Some characterizations of the distribution such as the quantile function, moments, Trimmed L-moments, moment generating function, and order statistics are derived. The unknown parameters of the new distribution are estimated using the maximum likelihood approach. And the performance of the MLEs is examined through simulation studies. The potentials of the new distribution are illustrated using two real life data sets.

Keywords: lomax distribution; marshall olkin; gumbel lomax; olkin gumbel; distribution

Journal Title: Heliyon
Year Published: 2020

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