Artículo
The Power Muth Distribution
Autor/es | Jodrá Esteban, Pedro
Gómez, Héctor W. Jiménez Gamero, María Dolores Alba Fernández, María Virtudes |
Departamento | Universidad de Sevilla. Departamento de Estadística e Investigación Operativa |
Fecha de publicación | 2017-03-18 |
Fecha de depósito | 2021-04-13 |
Publicado en |
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Resumen | Muth introduced a probability distribution with application in reliability theory. We propose a new model from the Muth law. This paper studies its statistical properties, such as the computation of the moments, computer ... Muth introduced a probability distribution with application in reliability theory. We propose a new model from the Muth law. This paper studies its statistical properties, such as the computation of the moments, computer generation of pseudo-random data and the behavior of the failure rate function, among others. The estimation of parameters is carried out by the method of maximum likelihood and a Monte Carlo simulation study assesses the performance of this method. The practical usefulness of the new model is illustrated by means of two real data sets, showing that it may provide a better fit than other probability distributions. |
Cita | Jodrá Esteban, P., Gómez, H.W., Jiménez Gamero, M.D. y Alba Fernández, M.V. (2017). The Power Muth Distribution. Mathematical Modelling and Analysis, 22 (2), 186-201. |
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