A new change point lifetime distribution and its application in reliability
عنوان مقاله: A new change point lifetime distribution and its application in reliability
شناسه ملی مقاله: COSDA01_194
منتشر شده در اولین کنفرانس بین المللی تجزیه و تحلیل داده های آماری در سال 1402
شناسه ملی مقاله: COSDA01_194
منتشر شده در اولین کنفرانس بین المللی تجزیه و تحلیل داده های آماری در سال 1402
مشخصات نویسندگان مقاله:
Omid Kharazmi - Department of Statistics, Faculty of Mathematical Sciences, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
Fatemeh Jamali Paghale - Department of Statistics, Shahid Bahonar University, Kerman, Iran
Faezeh Shirazinia - Department of Statistics, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
خلاصه مقاله:
Omid Kharazmi - Department of Statistics, Faculty of Mathematical Sciences, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
Fatemeh Jamali Paghale - Department of Statistics, Shahid Bahonar University, Kerman, Iran
Faezeh Shirazinia - Department of Statistics, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
In this paper a new change point lifetime distribution is introduced and its main reliability properties are obtained. Estimations of parameters of proposed distribution are obtained by two estimation procedures: maximum likelihood and bootstrap (parametric and non-parametric). Finally, a real data set have been analyzed for illustrative purposes and it is observed that the proposed model fits better than Weibull, gamma and generalized exponential distributions.
کلمات کلیدی: Change point model; Reliability; Lifetime; Weibull distribution
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1764977/