Model Fit as a Principal-Agent problem
Let’s say that you want to predict the impact of some policy intervention. Let us also assume that there is a randomized controlled trial (RCT) examining the impact of said policy on some outcome of interest. To predict the best model fit, at first glance, one would use all the data in the RCT to…