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Erik Sverdrup

Monash University (from arXiv:2306.11979, 2023) · ORCID · OpenAlex

6 papers in scope · 6 published · 1 on the econ.EM arXiv · 172 citations · h-index 4 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Xinkun Nie
  2. Stefan Wager
  3. Susan Athey
  4. Guido W. Imbens
  5. Vasilis Syrgkanis
  6. Victor Chernozhukov
  7. Rahul Singh
  8. Qi Wu
  9. Dmitry Arkhangelsky
  10. Whitney K. Newey
  11. Jann Spiess
  12. Pedro H. C. Sant’Anna
  13. Rahul Ladhania
  14. Lyle Ungar
  15. Wenbo Wu
  16. Greg Lewis
  17. Christian Hansen
  18. Nathan Kallus
  19. Mohsen Bayati
  20. Eoghan O'Neill

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 6)

Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial With Causal Forests
published2025 · International Journal of Methods in Psychiatric Research · 23 citations · first circulated 2024
with Maria Petukhova, Stefan Wager
International Journal of Methods in Psychiatric Research
Qini Curves for Multi-Armed Treatment Rules
published2024 · Journal of Computational and Graphical Statistics · 7 citations · first circulated 2023
with Han Wu, Susan Athey, Stefan Wager
Paper profile Journal of Computational and Graphical Statistics arXiv:2306.11979
What makes forest-based heterogeneous treatment effect estimators work?
published2024 · The Annals of Applied Statistics · 3 citations · first circulated 2022
with Susanne Dandl, Christian Haslinger, Torsten Hothorn, Heidi Seibold, Stefan Wager, Achim Zeileis
The Annals of Applied Statistics
Estimating heterogeneous treatment effects with right-censored data via causal survival forests
published2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 92 citations · first circulated 2020
with Yifan Cui, Michael R. Kosorok, Stefan Wager, Ruoqing Zhu
Journal of the Royal Statistical Society Series B (Statistical Methodology)
Doubly robust treatment effect estimation with missing attributes
published2020 · The Annals of Applied Statistics · 1 citations
with Imke Mayer, Tobias Gauss, Jean-Denis Moyer, Stefan Wager, Julie Josse
The Annals of Applied Statistics
policytree: Policy learning via doubly robust empirical welfare maximization over trees
published2020 · The Journal of Open Source Software · 46 citations
with Ayush Kanodia, Zhengyuan Zhou, Susan Athey, Stefan Wager
The Journal of Open Source Software

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.