Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
an interpolation of the units. This is different from other ML methods like linear regression, which perform extrapolation. Interpolation means that the synthetic control group is prevented from deviating too much from the units in the donor pool into regions where we don’t have any data points.