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New odd Chen Fréchet distributions: Properties and applications | ||
| International Journal of Nonlinear Analysis and Applications | ||
| مقاله 13، دوره 14، شماره 4، تیر 2023، صفحه 151-160 اصل مقاله (2.08 M) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22075/ijnaa.2023.29567.4192 | ||
| نویسندگان | ||
| Shahad Emad Abdel Rasool* ؛ Sada Fayed Mohammed | ||
| Department of Statistics, College of Administration and Economics, Karbala University, Iraq | ||
| تاریخ دریافت: 19 آذر 1401، تاریخ بازنگری: 20 دی 1401، تاریخ پذیرش: 13 بهمن 1401 | ||
| چکیده | ||
| To introduce a new four-parameter lifetime distribution that will be more flexible in modelling real lifetime data over the existing common lifetime distributions. The new four-parameter lifetime distribution is generated by using the odd Chen generator of distributions. In this method, the probability density function and cumulative distribution function of Fréchet distributions are used as a base distribution for odd Chen Fréchet distributions. The probability density function and cumulative distribution function of the Fréchet distributions are substituted in the odd Chen generator of the distributions model to get the new and more flexible lifetime distribution for modelling real-life data. The authors reveal that the hazard rate of the odd Chen Fréchet distributions is increasing. They also found that the odd Chen generator of distributions gives a much close fit than the Fréchet Distribution (FD), Weibull distribution(WD), and exponential distribution (ED). In this study, a novel probability distribution is introduced. odd Chen generator of distributions is capable of modelling upside-down bathtub-shaped hazard rates. The model is appropriate to fit the asymmetrical data that are not correctly fitted by other distributions. The said distribution can be applied to different fields like insurance, earthquake data for analysis, reliability etc. | ||
| کلیدواژه‌ها | ||
| odd Chen generator of distributions؛ Reliability Analysis؛ Moments؛ Parameter Estimation؛ Fr ́echet؛ MLE | ||
| مراجع | ||
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