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Asgharzadeh A. Prediction for Lindley Distribution Based on Type-II Right Censored Samples . JIRSS. 2017; 16 (2)
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; 16 (2)

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


چکیده:   (175 مشاهده)

Lindley distribution has received a considerable attention in the sta-
tistical 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 in-
tervals based on these predictors are considered. We further propose two
resampling-based procedures for obtaining the prediction intervals. A nu-
merical 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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