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Asgharzadeh A. Prediction for Lindley Distribution Based on Type-II Right Censored Samples . JIRSS. 2017; 17 :49-67
URL: http://jirss.irstat.ir/article-1-358-fa.html
Prediction for Lindley Distribution Based on Type-II Right Censored Samples . پژوهشنامه انجمن آمار ایران. 1396; 17 () :49-67

URL: http://jirss.irstat.ir/article-1-358-fa.html

چکیده:   (613 مشاهده)

‎Lindley distribution has received a considerable attention in the statistical literature due to its simplicity‎. ‎In this paper‎, ‎we consider the problem of predicting the failure times of experimental units that are censored in a right-censored experiment when the underlying lifetime is Lindley distributed‎. ‎The maximum likelihood predictor‎, ‎the best unbiased predictor and the conditional median predictor are derived‎. ‎Prediction intervals based on these predictors are considered‎. ‎We further propose two resampling-based procedures for obtaining the prediction intervals‎. ‎A numerical example is used to illustrate the methodology developed in this paper‎. ‎Finally‎, ‎a Monte Carlo simulation study is employed to evaluate the performance of different prediction methods‎.

نوع مطالعه: Original Paper | موضوع مقاله: 62Gxx: Nonparametric inference
دریافت: ۱۳۹۵/۳/۱۷ | پذیرش: ۱۳۹۶/۱/۱ | انتشار: ۱۳۹۶/۱/۱

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