Author

Jue Hou

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Preprint Aug 2026

Martingale R-learner: Estimating Time-varying Heterogeneous Treatment Effects for Time-to-event Outcomes

The martingale R-learner was developed based on a decomposition of the conditional martingale residuals into residuals of the risk-set propensity score and the marginal martingale, thereby reducing the impact of estimation bias in HTE from nuisance models.

Jue Hou, Yu-Chen Qi, Rong-Hui Xu · 0 citations