The kind of experiment that is most likely to require statistical analysis is a(n)

I believe the answer is: between-subjects experiment

between-subjects experiment refers to the type of experiments that include two different group of subjects who also receive different treatment. This method is usually used to to find out the effect of new treatment where one group of subject would receive the placebo.