The scatter diagram shows the relationship or dependency between two variables. These relationships need to be investigated in order to predict indirectly caused variations. It constitutes the evidence to establish the root causes.

Correlation and determination coefficients validate the hypothesis of a dependency. The line equation allows prediction of dependent values.

Nonlinear transformed data can be used to increase the power of this analysis.