Tree based weighted learning for estimating individualized treatment
rules with censored data

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Tree based weighted learning for estimating individualized treatment rules with censored data

30 July 2017

Michael R. Kosorok

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Papers citing "Tree based weighted learning for estimating individualized treatment rules with censored data"

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Title
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data Pan Zhao Julie Josse Shu Yang OffRL 77 3 0 13 Jan 2023
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design Ali Behrouz Mathias Lécuyer Cynthia Rudin Margo Seltzer OffRL 69 2 0 13 Oct 2022
Near-optimal Individualized Treatment Recommendations Haomiao Meng Ying‐Qi Zhao H. Fu Xingye Qiao 51 6 0 06 Apr 2020
Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes Y. Wu Lan Wang 69 9 0 25 Nov 2019
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity Yifan Cui E. T. Tchetgen Tchetgen CML 92 65 0 21 Nov 2019