Design of Experiments (DoE) can be best described as:

OPTIONS

• better than one factor at a time testing.
• model based testing.
• poka yoke.
• a careful planned application of the scientific method.

ANSWER

a careful planned application of the scientific method.

EXPLANATION

While all the answers have some merits , option D is a lot more accurate and broad.