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Properties, Inference and Applications of Inverse Power Two-Parameter Weighted Lindley Distribution

Properties, Inference and Applications of Inverse Power Two-Parameter Weighted Lindley Distribution
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摘要 We proposed </span><span style="font-family:Verdana;">“</span><span style="font-family:Verdana;">a new extension of three</span><span style="font-family:Verdana;">-</span><span style="font-family:Verdana;">parametric distribution” called the inverse power two-parameter weighted Lindley (IPWL) distribution capable of modeling a upside-down bathtub hazard rate function. This distribution is studied to get basic structural properties such as reliability measures, moments, inverse moments and its related measures. Simulation studies </span><span style="font-family:Verdana;">are </span><span style="font-family:Verdana;">done to present the performance and behavior of maximum likelihood estimates of the IPWL distribution parameters. Finally, we perform goodness of fit measures and test statistics using a real data set to show the performance of the new distribution. We proposed </span><span style="font-family:Verdana;">“</span><span style="font-family:Verdana;">a new extension of three</span><span style="font-family:Verdana;">-</span><span style="font-family:Verdana;">parametric distribution” called the inverse power two-parameter weighted Lindley (IPWL) distribution capable of modeling a upside-down bathtub hazard rate function. This distribution is studied to get basic structural properties such as reliability measures, moments, inverse moments and its related measures. Simulation studies </span><span style="font-family:Verdana;">are </span><span style="font-family:Verdana;">done to present the performance and behavior of maximum likelihood estimates of the IPWL distribution parameters. Finally, we perform goodness of fit measures and test statistics using a real data set to show the performance of the new distribution.
作者 M. M. E. Abd El-Monsef H. S. Al-Kzzaz M. M. E. Abd El-Monsef;H. S. Al-Kzzaz(Department of Mathematics, Faculty of Science, Tanta University, Tanta, Egypt)
出处 《Open Journal of Statistics》 2020年第5期889-904,共16页 统计学期刊(英文)
关键词 Weighted Lindley Distribution Inverse Power Reverse Hazard Function Inverse Moments Goodness of Fit Weighted Lindley Distribution Inverse Power Reverse Hazard Function Inverse Moments Goodness of Fit
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