Factor-model approach to causal inference in panel data models treatment effects as changes in factor loadings or the factor process itself, without requiring parallel trends.
Regional policy evaluation: Interactive fixed effects and synthetic controls
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Causal Inference Using Factor Models
Factor-model approach to causal inference in panel data models treatment effects as changes in factor loadings or the factor process itself, without requiring parallel trends.