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20242026
most citedAdaptive-TMLE for the Average Treatment Effect based on Randomized Controlled Trial Augmented with Real-World Data

3 citations · 4 across the 7 of their papers we have counts for

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stat.ML2024

Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer

Toru Shirakawa, Yi Li, Yulun Wu +5

We propose Deep Longitudinal Targeted Minimum Loss-based Estimation (Deep LTMLE), a novel approach to estimate the counterfactual mean of outcome under dynamic treatment policies i…