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Design of Experiments. Design of Experiments (DOE) is a study of the factors that the team has determined are the key process input variables (KPIV's) that are the source of the variation or have an influence on the mean of the output. A DOE (or set of DOE's) will help develop a prediction equation for the process in terms of Y = f(X1,X2,X3,X4,....Xn).
There are two (or more) variables in any typical experiment: a independent variable, and a dependent variable. Typically, a dependent variable is the part of the data that relies on another part of the data. To make this easier to understand, letâs imagine that a professor wanted to experiment to see if caffeine improved studentsâ exam grades.