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Bayesian Inference for The Inverse Exponential Distribution Based on Pooled Type-II Censored Samples |
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PP: 239-246 |
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Author(s) |
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Yahia Abdel-Aty,
Ahmed Shafay,
Marwa M. Mohie El-Din,
M. Nagy,
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Abstract |
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| In this paper, the maximum likelihood and Bayesian estimation are developed based on pooled sample of two independent
Type-II censored samples from the inverse exponential distribution. The Bayesian estimation is discussed using different loss functions.
The problem of predicting the failure times from a future sample from the sample population is also discussed from a Bayesian
viewpoint. A Monte Carlo simulation study is conducted to compare the maximum likelihood estimator with the Bayesian estimators.
Finally, illustrative example is presented to illustrate the different inference methods discussed here. |
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