Spiess, Jann; Imbens, Guido; Venugopal, Amar - National Bureau of Economic Research - 2023
Motivated by a recent literature on the double-descent phenomenon in machine learning, we consider highly over-parameterized models in causal inference, including synthetic control with many control units. In such models, there may be so many free parameters that the model fits the training data...