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Bayesian Sample-size Determination for One and Two Poisson Rate Parameters with Applications to Quality Control

机译:一和两个泊松速率参数的贝叶斯样本量确定及其在质量控制中的应用

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摘要

We formulate Bayesian approaches to the problems of determining the required sample size for Bayesian interval estimators of a predetermined length for a single Poisson rate, for the difference between two Poisson rates, and for the ratio of two Poisson rates. We demonstrate the efficacy of our Bayesian-based sample-size determination method with two real-data quality-control examples and compare the results to frequentist sample-size determination methods.
机译:我们针对确定单个泊松率,两个泊松率之差以及两个泊松率之比的预定长度的贝叶斯区间估计量所需样本量的问题,提出了贝叶斯方法。我们用两个真实数据质量控制实例论证了基于贝叶斯的样本量确定方法的有效性,并将结果与​​频繁样本量确定方法进行了比较。

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