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Detect financial problems with Six Sigma

机译:使用六西格码检测财务问题

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摘要

Financial decline of companies is often undetectable because the evidence of organizational woes is not apparent from the few financial measures typically examined. The authors use a design for Six Sigma: the define, measure, analyze, design, verify (DMADV) methodology approach to unravel this problem. An exceptional anomaly detection score quantifies the difference between a target financial measure and the company's own past performance or its competitors' current performance via standard deviations for signaling anomalous trends in a company's performance. This technique is similar to multivariate control charts.
机译:公司的财务衰退通常是无法检测到的,因为从通常检查的少数财务指标来看,组织灾难的证据并不明显。作者使用了针对六个西格玛的设计:定义,测量,分析,设计,验证(DMADV)方法论方法来解决此问题。出色的异常检测得分可通过标准偏差来量化目标财务指标与公司本身的过去绩效或竞争对手的当前绩效之间的差异,以反映公司绩效的异常趋势。此技术类似于多元控制图。

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