The New Distribution of Exponential Singh-Maddala, Some Properties, and Its Application in Reliability
Publish place: International Journal of Industrial Engineering & Production Research، Vol: 30، Issue: 2
Publish Year: 1398
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IJIEPR-30-2_001
تاریخ نمایه سازی: 3 اسفند 1398
Abstract:
In this paper, a new distribution that is highly applicable in the fields of reliability and economics is introduced. The parameters of this distribution are estimated by using two methods of Maximum Likelihood and Bayes with two prior distributions, Weibull and Uniform. These two methods are compared using Monte-Carlo simulation. Finally, this new model is fitted on the real data (with the failure time of 84 aircraft), and some of comparative criteria are calculated to confirm the superiority of the proposed model to others.
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Authors
Zahra Karimi Ezmareh
School of Mathematics, Iran University of Science and Technology, Tehran, Iran.
Gholamhossein yari
School of Mathematics, Iran University of Science and Technology, Tehran, Iran.