How do you design tests for measuring media channels?

Testing to measure the impact of media channels are designed using a process called Design of Experiments (DoE).

Design of experiments (DOE) is a systematic method to design experiments to measure the impact of marketing campaigns. DoE is a method to ensure that variables are properly controlled, the lift measurement at the end of the experiment is properly assessed and the sample size requirements are properly estimated.