A two-stage method (teacher model, then decision tree) stably estimates interpretable treatment-effect subgroups, with new consistency theorems and a stability-based teacher-selection index.
For each subgroup g ∈ {1,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference
A two-stage method (teacher model, then decision tree) stably estimates interpretable treatment-effect subgroups, with new consistency theorems and a stability-based teacher-selection index.