Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding

Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Longfei Li +1 more
2/12/2026

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@article{tang2026differenceindifferences,
  title  = {Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding},
  author = {Caizhi Tang and Huiyuan Wang and Xinyu Li and Qing Cui and Longfei Li and Jun Zhou},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:834e02034d08dfc19edf3559564569a15c0f54be},
  journal = {ICML 2023 2023}
}

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