Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications

Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications
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Publisher : Infinite Study
Total Pages : 16
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Book Synopsis Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications by : Marwa K. Hassan

Download or read book Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications written by Marwa K. Hassan and published by Infinite Study. This book was released on 2024-01-01 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: A neutrosophic statistic is a random variable and it has a neutrosophic probability distribution. So, in this paper, we introduce the new neutrosophic Birnbaum–Saunders distribution. Some statistical properties are derived, using Mathematica 13.1.1 and R-Studio Software. Two different estimation methods for parameters estimation are introduced for new distribution: maximum likelihood estimation method and Bayesian estimation method. A Monte-Carlo simulation study is used to investigate the behavior of parameters estimates of new distribution, compare the performance of different estimates, and compare between our distribution and the classical version of Birnbaum-Saunders. Finally, study the validity of our new distribution in real life.


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