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Statistical Data analysis on the lifetime variable: statistical properties, estimation, residual life function and weighted moments

عنوان مقاله: Statistical Data analysis on the lifetime variable: statistical properties, estimation, residual life function and weighted moments
شناسه ملی مقاله: COSDA01_069
منتشر شده در اولین کنفرانس بین المللی تجزیه و تحلیل داده های آماری در سال 1402
مشخصات نویسندگان مقاله:

Iman Makhdom
Shahram Yaghoobzadeh

خلاصه مقاله:
In this research the Beta-Gompertz Geometric (BGG) is proposed for data analysis of lifetime. The distribution is afive-parameter generalized issue of the Gompertz model which is entitled to Beta-Gompertz Geometric (BGG)distribution. It comprises some common lifetime distributions for example the Beta-Gampertz and generalized Gompertzdistributions that are as special sub-models. The proposed distribution is entirely flexible and it is able to apply foranalyzing survival data and reliability issues, effectively. Based on the it’s parameters, it has decreasing, increasing, andbathtub-shaped failure rate. The closed-form expressions for the density, cumulative distribution, hazard rate function,the kth order moment, moment generating function, Residual life function and Probability weighted moments asmathematical properties are provided in the distribution. We will consider the maximum likelihood estimation of theBGG’s parameters for an observed sample. Finally, we use a real dataset to explain the flexibility of the BGG distributionin an application.

کلمات کلیدی:
Beta generator , Gompertz distribution , Beta Gampertz Geometric distribution , Maximum likelihood estimatior

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1764852/