Today I want to concentrate on the foundation of what is most commonly taught as design of experiments (DOE)—factorial designs.

It’s a tragic irony that the day before the 2010 Deepwater Horizon oil well disaster, executives from BP and the rig’s operators, Transocean, visited the platform on a “management tour” that included a number of specific safety-related purposes.