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Heterogeneous Effects
Everything on Aqrab tagged Heterogeneous Effects — grouped into one landing page so readers can go deeper by problem family instead of bouncing around the archive blind.
Causal InferenceMachine LearningHeterogeneous Effects
Causal Forests: Finding Treatment Effect Heterogeneity Without Fooling Yourself
A practical guide to causal forests for estimating who benefits more, less, or not at all. Covers CATEs, honest splitting, overlap, validation, clinical use cases, and the reporting standards reviewers should expect.
2026-04-06·16 min read
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