Point prediction for the proportional hazards family based on progressive Type-II censoring with binomial removals

سال انتشار: 1399
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 103

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تاریخ نمایه سازی: 19 اردیبهشت 1401

چکیده مقاله:

‎In this paper‎, ‎some different predictors are presented for failure times of units censored in a progressively censored sample from proportional hazard rate models‎, ‎where the number of units removed at each failure time follows a binomial distribution‎. ‎The maximum likelihood predictors‎, ‎best unbiased predictors and conditional median predictors are derived‎. ‎Also‎, ‎the Bayesian point predictors are investigated for the failure times of units with the three common loss function‎. ‎Finally‎, ‎a numerical example and a Monte Carlo simulation study are carried out to compare all the prediction‎ ‎methods discussed in this paper.


RahmatSadat Meshkat

Department of Statistics, Yazd University, ۸۹۱۷۵-۷۴۱, Yazd, Iran

Naeimeh Dehqani

Department of Statistics, Yazd University, ۸۹۱۷۵-۷۴۱, Yazd, Iran