Causal Distillation Trees


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Documentation for package ‘causalDT’ version 1.0.0

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causalDT Causal Distillation Trees (CDT)
estimate_group_cates Subgroup CATE estimation.
evaluate_subgroup_stability Subgroup stability diagnostics
get_rpart_paths Get decision paths from an rpart model.
get_rpart_tree_info Get split information from an rpart model.
plot_cdt Plot causal distillation tree object
plot_jaccard Plot Jaccard subgroup similarity index (SSI) for causal distillation tree objects
rlearner_teacher Rlearner teacher model wrapper for causal distillation trees
student_rpart Rpart wrapper for causal distillation trees.