We tried to do XYZ. Did it make a difference?” Whether you are in the for-profit world or the not-for profit world, this is a very basic question that many people try to answer.   You could be working at a bank trying to figure out which offer is most appealing to customers, at an online retailer figuring out which ad display gets the most clicks, at the Department of Education trying to test the…