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Statistical Inference for A Simple Step–Stress Model with Type–II Hybrid Censored Data from the Kumaraswamy Weibull Distribution
Faculty
Commerce
Year:
2020
Type of Publication:
ZU Hosted
Pages:
Authors:
Hatem Elsayed Abdelwahied Semary
Staff Zu Site
Abstract In Staff Site
Journal:
Journal of Data Science China
Volume:
Keywords :
Statistical Inference , , Simple Step–Stress Model with
Abstract:
In reliability and life–testing experiments, the researcher is often interested in the effects of extreme or varying stress factors on the lifetimes of experimental units. In this paper, a step–stress model is considered in which the life–testing experiment gets terminated either at a pre–fixed time or at a random time ensuring at least a specified number of. Under this model in which the data obtained are Type–II hybrid censored, the Kumaraswamy Weibull distribution is used for the underlying lifetimes. The maximum Likelihood estimators (MLEs) of the parameters assuming a cumulative exposure model are derived. The confidence intervals of the parameters are also obtained. The hazard rate and reliability functions are estimated at usual conditions of stress. Monte Carlo simulation is carried out to investigate the precision of the maximum likelihood estimates. An application using real data is used to indicate the properties of the maximum likelihood estimators.
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Hatem Elsayed Abdelwahied Semary, "الرضا الوظيفى لأعضاء هيئة التدريس والهيئة المعاونة والعاملين بكلية طب قصر العينى – جامعة القاهرة", جامعة القاهرة، مصر, 2016
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Hatem Elsayed Abdelwahied Semary, "أساليب التنقيب في البيانات: الطرق المعلمية واللامعلمية Data Mining Techniques: Parametric and Nonparametric Methods", معهد الدراسات والبحوث الاحصائية – جامعة القاهرة, 2012
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Hatem Elsayed Abdelwahied Semary, "The Factorial Composition and Weights for Subjective Component in Well-Being Index: Case Study in Giza Governorate, Egypt", Bulgaria, 2019
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Hatem Elsayed Abdelwahied Semary, "Bayes Inference in Multiple Step–Stress Accelerated Life Tests for the Generalized Exponential Distribution with Type–I Censoring", VENEZUELA, 2020
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Department Related Publications
Hatem Elsayed Abdelwahied Semary, "الرضا الوظيفى لأعضاء هيئة التدريس والهيئة المعاونة والعاملين بكلية طب قصر العينى – جامعة القاهرة", جامعة القاهرة، مصر, 2016
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Hatem Elsayed Abdelwahied Semary, "أساليب التنقيب في البيانات: الطرق المعلمية واللامعلمية Data Mining Techniques: Parametric and Nonparametric Methods", معهد الدراسات والبحوث الاحصائية – جامعة القاهرة, 2012
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Hatem Elsayed Abdelwahied Semary, "The Factorial Composition and Weights for Subjective Component in Well-Being Index: Case Study in Giza Governorate, Egypt", Bulgaria, 2019
More
Hatem Elsayed Abdelwahied Semary, "Bayes Inference in Multiple Step–Stress Accelerated Life Tests for the Generalized Exponential Distribution with Type–I Censoring", VENEZUELA, 2020
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Hatem Elsayed Abdelwahied Semary, "Using Logistic Regression to Measure Unmet Need Levels in Some Rural Upper Egypt Governorates.", Bulgaria, 2021
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