Reading Between the Lines: Deconfounding Causal Estimates using Text Embeddings and Deep Learning

Ahmed Dawoud, Osama El-Shamy

Estimating causal treatment effects in observational settings is frequently compromised by selection bias arising from unobserved confounders. While traditional econometric methods…