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Outlier factor estimation support device, outlier factor estimation support method and outlier factor estimation support program

机译:离群因素估计支持装置,离群因素估计支持方法和离群因素估计支持程序

摘要

PROBLEM TO BE SOLVED: To easily estimate the cause of outliers. SOLUTION: A factor of an outlier in the past and a basic statistic and a distance when the factor occurs are stored in association with each other. The data 121 is held, and the data constituting the measurement data 121 is associated with a variable composed of the same type of data on the one hand and a record on the other hand, and is associated with an input device 132 that specifies a predetermined outlier. In the measurement data 121, the distance calculation processing unit 111 that calculates the Maharanobis distance for the data belonging to the same record as the specified outlier, and the variable ranking is calculated based on the Maharanobis distance, and the basic statistics in the variable. It is characterized by having a ranking display processing unit 112 that estimates factors, ranks variables, and displays the factors by comparing with the basic statistics stored in the past statistical data 122. .. [Selection diagram] Fig. 1
机译:要解决的问题:轻松估计异常点的原因。解决方案:过去的离群因数与基本统计信息以及发生该因果关系时的距离相互关联存储。保持数据121,并且构成测量数据121的数据一方面与由相同类型的数据和另一方面由记录构成的变量相关联,并且与指定预定的输入设备132相关联。离群值。在测量数据121中,距离计算处理单元111针对与指定的异常值属于同一记录的数据计算马氏距离,并且基于氏距离和变量中的基本统计量来计算变量等级。其特征在于具有排序显示处理单元112,该排序显示处理单元112通过与过去统计数据122中存储的基本统计进行比较来估计因子,对变量进行排序并显示因子。[选择图]图1

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