Bayesian Inference and UMVU estimation in the single server M|M|1|∞ queue
Journal of the Indian Society for Probability and Statistics(2022)
摘要
In this paper, by considering an M|M|1|∞ queueing model, Bayes estimators of traffic intensity and system performance measures are discussed under (i) squared error loss function (SELF) (ii) entropy loss function (ELF) and (iii) LINEX loss function with Beta prior. Further, minimum posterior risk and minimum Bayes risk associated with Bayes estimators of traffic intensity and system performance measures are obtained under SELF. The performance of the Bayes estimators of traffic intensity and system performance measures of the queueing model are compared with the Uniformly Minimum Variance Unbiased Estimators (UMVUEs) through simulation.
更多查看译文
关键词
Bayes estimator,Entropy loss function,LINEX loss function,M|M|1|∞ queue,Queue length,Squared error loss function,Traffic intensity,Uniformly minimum variance unbiased estimator
AI 理解论文
溯源树
样例
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要