Fractional-Factorial
Fractional-Factorial
Definition
A fractional-factorial multivariate test is a design of experiment (DOE) where not all possible combinations of variables (each combination is called a recipe) are tested. Rather a sub-set of recipes is tested and a statistical approach such as the Taguchi method is used which makes simplifying assumptions. This DOE allows for a smaller sample and so speeds up the time needed to complete the experiment.
A fractional-factorial design relies on very small sample sizes (see Law of small numbers). This reduces the flexibility and potential accuracy of the test design. Such tests assume there is no variable interaction between individual independent variables. This can lead to wrong conclusions being made. See also Full factorial.
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