具有趋势的时间序列参数的多简单假设序列概率比检验

T. Tu, Yuriy S. Kharin
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引用次数: 4

摘要

考虑了具有趋势的时间序列参数的许多简单假设的序列检验问题。采用M元序列概率比检验和矩阵序列概率比测试两种方法构造序列检验。给出了试验有限终止的充分条件及其停止时间的有限矩的存在性。得到了平均观测次数的上界。在适当选择阈值的情况下,这些测试可以属于某些特定类别的统计测试。给出了算例。
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Sequential probability ratio test for many simple hypotheses on parameters of time series with trend
The problem of sequential test for many simple hypotheses on parameters of time series with trend is considered. Two approaches, including M-ary sequential probability ratio test and matrix sequential probability ratio test are used for constructing the sequential test. The sufficient conditions of finite terminations of the test and the existence of finite moments of their stopping times are given. The upper bounds for the average numbers of observations are obtained. With the thresholds chosen suitably, these tests can belong to some specified classes of statistical tests. Numerical examples are presented.
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CiteScore
0.50
自引率
0.00%
发文量
21
审稿时长
16 weeks
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