Given a model we define the robustness of an experimental design as a function of the number of estimable minimal sub-fractions of it. We show how the circuit basis of the design matrix can be used to see if a minimal fraction is estimable or not and we describe an algorithm for finding robust fractions.
Robustness of Fractional Factorial Designs through Circuits
Fabio Rapallo
2021-01-01
Abstract
Given a model we define the robustness of an experimental design as a function of the number of estimable minimal sub-fractions of it. We show how the circuit basis of the design matrix can be used to see if a minimal fraction is estimable or not and we describe an algorithm for finding robust fractions.
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