The Burr X Nadarajah Haghighi Distribution: Statistical Properties and Application to the Exceedances of Flood Peaks Data

Hisham A. H. Elsayed, H. Yousof
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引用次数: 18

Abstract

In this study, new version from the Nadarajah Haghighi model is proposed. The introduced model has a failure rate function that may change in different directions. Statistical properties of the new density function are derived along with the analysis of variance, Skewness and Kurtosis. Parameter estimates are obtained by the method of maximum likelihood. Illustration of real data set was employed to measure flexibility of the new model. A simulation study was executed to test performance of the proposed version.
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Burr X Nadarajah Haghighi分布:统计性质及其在洪峰超峰数据中的应用
在本研究中,提出了Nadarajah Haghighi模型的新版本。所引入的模型具有一个故障率函数,该函数可能在不同方向上发生变化。通过方差、偏度和峰度分析,导出了新密度函数的统计性质。参数估计由极大似然法得到。通过对实际数据集的说明来衡量新模型的灵活性。进行了仿真研究,以测试所提出版本的性能。
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CiteScore
0.70
自引率
33.30%
发文量
0
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