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Progressively Censored Data from The Weibull Gamma Distribution Moments and Estimation |
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PP: 45-60 |
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doi:10.18576/jsap/030105
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Author(s) |
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M. A. W. Mahmoud,
M. Moshref,
N. M. Yhiea,
N. M. Mohamed,
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Abstract |
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| In this paper, we establish new recurrence relations satisfied by the single and product moments of the progressively type-II
right censored order statistics from non truncated and truncated Weibull gamma distribution (WGD), and derive approximate moments
of progressively type-II right censored order statistics from this distribution. Using these moments to derive the best linear unbiased
estimates (BLUE’s) and maximum likelihood estimates (MLE’s) of the location and scale parameters from the Weibull gamma
distribution. In addition, we use Monte-Carlo simulation method to obtain the (MSE) of (BLUE’s) and (MLE’s) and make
comparison between them. Finally, a numerical examples based on simulation and real data to illustrate the inference procedures
developed in this distribution are presented. |
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