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tehtuner

Fit and Tune Models to Detect Treatment Effect Heterogeneity

v0.3.0 · Apr 1, 2023 · GPL (>= 3)

Description

Implements methods to fit Virtual Twins models (Foster et al. (2011) <doi:10.1002/sim.4322>) for identifying subgroups with differential effects in the context of clinical trials while controlling the probability of falsely detecting a differential effect when the conditional average treatment effect is uniform across the study population using parameter selection methods proposed in Wolf et al. (2022) <doi:10.1177/17407745221095855>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies party glmnet Rdpack rpart stringr SuperLearner randomForestSRC earth foreach tehtuner

Version History

new 0.3.0 Mar 10, 2026