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Operating characteristic and average sample number functions of truncated sequential probability ratio test

机译:截断顺序概率比测试的操作特性和平均样品数函数

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The operating characteristic (OC) and average sample number (ASN) characterize the performance of the sequential probability ratio test (SPRT). In this paper, the ASN and OC of the truncated SPRT (TSPRT) are examined in a general setting, in which the log-likelihood ratios are not necessarily identically distributed and the bounds for the test can be time varying. Two inductive integral equations are derived for the OC and ASN respectively, which can be solved analytically by backward induction provided the convolution involved can be evaluated analytically. The initial value for backward induction can be readily determined by TSPRT's truncation strategy. Due to the difficulty of analytically evaluating the convolution in the induction process, numerical methods may be necessary. Numerical algorithms based on the system of linear algebraic equation method and the finite element analysis are developed. Examples are provided to illustrate our algorithms.
机译:操作特征(OC)和平均样品号(ASN)表征顺序概率比测试(SPRT)的性能。在本文中,在一般设置中检查截短的SPRT(TSPRT)的ASN和OC,其中日志似然比不一定相同分布,并且测试的界限可以是时变的。对于OC和ASN,可以分别推导出两个电感整体方程,其可以通过向后诱导分析地解决,所以可以分析涉及所涉及的卷积。通过TSPRT的截断策略可以容易地确定向后感应的初始值。由于在感应过程中分析评估卷积的难度,可能需要数值方法。开发了基于线性代数方程方法和有限元分析的数值算法。提供了示例以说明我们的算法。

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