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causal inference 1covariate adjustment 1machine learning 1precision improvement 1randomized trials 1

From the 1 of 13 linked papers with an AI index.

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20242026
most citedIdentification strategies for combining an experimental study with external data

3 citations · 3 across the 8 of their papers we have counts for

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stat.ML2026

Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data

Rickard Karlsson, Piersilvio De Bartolomeis, Issa J. Dahabreh +1

Randomized trials are typically designed to detect average treatment effects but often lack the statistical power to uncover individual-level treatment effect heterogeneity, limiti…