A weighting approach to fixed effects 1 Estimate unit-specific probability of treatment over time and construct weights. 2 Estimate a pooled outcome model with unit-specific weights
How to make causal inferences with TSCS data Very carefully Using weights Even under strong assumptions, conditional estimators cannot recover ATHEs. A fixed effects weighting approach can recover ATHEs and CETs even with unmeasured confounding.