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Title
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The Type II Exponentiated Half Logistic-Gompertz-G Power Series Class of Distributions: Properties and Applications
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Creator
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Chamunorwa Simbarashe
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Oluyede Broderick
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Moakofi Thatayone
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Chipepa Fastel
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Abstract
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We propose and study a new generalized class of distributions called the Type II Exponentiated Half Logistic Gompertz-G Power Series (TIIEHL-Gom-GPS) distribution. Some structural properties including expansion of density, ordinary and conditional moments, generating function, order statistics and entropy are derived. We present some special cases of the proposed distribution. The maximum likelihood method is used for estimating the model parameters. The usefulness and importance of the new class of distributions are illustrated by means of two applications to real data sets.
Keywords: Gompertz-G, Exponentiated-G Distribution, Maximum Likelihood Estimation, Power Series Distribution, Simulations
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Date
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2024
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Source
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Statistics, Optimization and Information Computing
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identifier
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DOI: 10.19139/soic-2310-5070-1721
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volume
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12
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pages
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381–399
