32.4 Disadvantages of SCM
- Interpretability of Weights: It can be difficult to justify the exact weights assigned to control units.
- Strong Assumptions: Assumes the counterfactual outcome of the treated unit can be expressed as a linear combination of control units.
- Limited in Small Samples: Requires a large set of pre-treatment periods and a sufficiently large donor pool.