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A Five Parameter Statistical Distribution with Application to Real Data |
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PP: 11-26 |
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doi:10.18576/jsap/080102
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Author(s) |
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Abdullahi Yusuf,
Sania Qureshi,
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Abstract |
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| A five parameter lifetime statistical model is proposed in this research. The model is called the Kumuraswamy (KW) exponentiated linear exponential distribution. We derive some statistical properties such as quantile functions, median, moments, entropy, order statistics and many more. The estimation of the model parameters is provided by means of the maximum likelihood(MLEs) approach and the observed information matrix is also presented. Moreover, we perform simulation analysis in order to analyze the effectiveness of the parameters estimation. A set of real data is used to demonstrate the efficiency and effectiveness of the model proposed model with the well-known lifetime models. |
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