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aggTrees

Aggregation Trees

v2.1.0 · Sep 9, 2024 · MIT + file LICENSE

Description

Nonparametric data-driven approach to discovering heterogeneous subgroups in a selection-on-observables framework. 'aggTrees' allows researchers to assess whether there exists relevant heterogeneity in treatment effects by generating a sequence of optimal groupings, one for each level of granularity. For each grouping, we obtain point estimation and inference about the group average treatment effects. Please reference the use as Di Francesco (2022) <doi:10.2139/ssrn.4304256>.

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

Dependency Network

Dependencies Reverse dependencies boot broom car caret estimatr grf rpart rpart.plot stringr aggTrees

Version History

new 2.1.0 Mar 9, 2026