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PLoS One ; 16(11): e0258512, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34793462

RESUMO

In this work, a new family of distributions, which extends the Beta transmuted family, was obtained, called the Modified Beta Transmuted Family of distribution. This derived family has the Beta Family of Distribution and the Transmuted family of distribution as subfamilies. The Modified beta transmuted frechet, modified beta transmuted exponential, modified beta transmuted gompertz and modified beta transmuted lindley were obtained as special cases. The analytical expressions were studied for some statistical properties of the derived family of distribution which includes the moments, moments generating function and order statistics. The estimates of the parameters of the family were obtained using the maximum likelihood estimation method. Using the exponential distribution as a baseline for the family distribution, the resulting distribution (modified beta transmuted exponential distribution) was studied and its properties. The modified beta transmuted exponential distribution was applied to a real life time data to assess its flexibility in which the results shows a better fit when compared to some competitive models.


Assuntos
Neoplasias da Mama/epidemiologia , Funções Verossimilhança , Modelos Teóricos , Distribuições Estatísticas , Neoplasias da Mama/patologia , Simulação por Computador , Feminino , Humanos , Intervalo Livre de Progressão
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