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Sequential analysis: hypothesis testing and changepoint detection

机译:顺序分析:假设检验和变更点检测

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Statistical methods work on a given number of observations or a fixed sample size for processing. Sequential analysis deals with the runtime observations or the dynamic sample size for the processing of data. Thus, a sequential analysis method depends on two rules: a stopping rule and a decision rule, having the choice to stop the observation process or to wait for another observation and, after stopping the observation, specifying estimation, detection, classification, and other operations on the data. This book discusses two theoretical tracks and several applications of sequential analysis.
机译:统计方法适用于给定数量的观察值或固定样本量以进行处理。顺序分析处理运行时观察值或用于处理数据的动态样本大小。因此,顺序分析方法取决于两个规则:停止规则和决策规则,可以选择停止观察过程或等待其他观察,并在停止观察后指定估计,检测,分类和其他操作在数据上。本书讨论了两个理论轨迹以及顺序分析的几种应用。

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