[英]How to make a score from multiples KPIs
I am wondering if is it possible to create a global score using multiple KPIs with different scales.我想知道是否可以使用具有不同尺度的多个 KPI 创建全局分数。
Example:例子:
I would like to join all this KPIs in one score that could tell me what version is better.我想将所有这些 KPI 加入一个分数,它可以告诉我哪个版本更好。 Is it possible?可能吗? (I consider the 3 with the same weight in the score) (我认为分数中权重相同的3个)
There is quite some theory on (credit) rating methods which provides a profound mathematical base for what you are after.关于(信用)评级方法有相当多的理论,它们为您所追求的提供了深刻的数学基础。 You might start reading about score cards in general.您可能会开始阅读一般的记分卡。 An abundant way of combining different scores uses Logit .组合不同分数的一种丰富方法是使用Logit 。
The short answer to your question: There is no single best way to combine three KPIs, you have to try different formulas, and decide on one of the formulas based on some statistics tests in a validation step.对您的问题的简短回答:没有单一的最佳方法可以组合三个 KPI,您必须尝试不同的公式,并在验证步骤中根据一些统计测试来决定其中一个公式。
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