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Regressions look at the relationships between variables. For any dependent variable “Y”, what set of independent variables “Xs“ contributes to the variation Y. From your explanation, it has broken down: but in basic statistical model Y is the dependent variable, X1–Xn represent a set of n independent variables and A1–An are the coefficient constants ...


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Most KPIs, if not all, are related in some way to other KPIs. What you would have to establish, which is likely impossible, is that one KPI is necessary and sufficient to move another KPI in a very tightly controlled way. Firstly, you can only establish that kind of cause and effect with a very tightly controlled, randomized trial study. In most cases, you ...


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