In this post I go into details of how statistical learning frames the relationship between out-of-sample and within-sample fit. I also connect it with the familiar idea of degrees of freedom in linear regression, which every student of econometrics encounters.

The policy advice I gave made perfect economic sense. It just didn’t work out because of the political situation, and I’m not responsible for that