  Statisticians recommend the Design and Analysis of Experiments (DAE) for
evidence-based research but often use tables to present their own simulation
studies. Could DAE do better? We outline how DAE methods can be used to plan
and analyze simulation studies. Tools for planning include fishbone diagrams,
factorial and fractional factorial designs. Analysis is carried out via ANOVA,
main-effect and interaction plots and other DAE tools. We also demonstrate how
Taguchi Robust Parameter Design can be used to study the robustness of methods
to a variety of uncontrollable population parameters.
