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Our World Statistics Day conversations have been a great reminder of how much statistics can inform our lives. Do you have an example of how statistics has made a difference in your life? Share your story with the Community!
Although it is the same number of runs if you look closely at the attached file it does have an effect on the design since the algorithm gives a different set of runs. You sacrifice some power on the main effects to be able to possibly model the interactions. You are banking on the effect sparsity principle and by utilizing a stepwise regression you are hoping to "tease" out a more complex model.