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1709.04862
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Random Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials
14 September 2017
X. Su
A. T. Peña
Lei Liu
R. Levine
CML
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Papers citing
"Random Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials"
4 / 4 papers shown
Personalized Treatment Outcome Prediction from Scarce Data via Dual-Channel Knowledge Distillation and Adaptive Fusion
Wenjie Chen
Li Zhuang
Ziying Luo
Yu Liu
Jiahao Wu
Shengcai Liu
96
0
0
30 Oct 2025
Overview and practical recommendations on using Shapley Values for identifying predictive biomarkers via CATE modeling
David Svensson
Erik Hermansson
N. Nikolaou
Konstantinos Sechidis
Ilya Lipkovich
CML
256
0
0
02 May 2025
How to select predictive models for causal inference?
M. Doutreligne
Gaël Varoquaux
ELM
CML
285
3
0
01 Feb 2023
Heterogeneous Treatment Effect Estimation for Observational Data using Model-based Forests
Statistical Methods in Medical Research (SMMR), 2022
Susanne Dandl
Andreas Bender
Torsten Hothorn
CML
177
10
0
06 Oct 2022
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