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Edward McFowland

Harvard University (per OpenAlex) · ORCID · OpenAlex

10 papers in scope · 9 published · 2 on the econ.EM arXiv · 154 citations · h-index 6 (over the papers listed here)

Related authors

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

  1. Daniel Chen
  2. Alexandre Belloni
  3. Christian Hansen
  4. Victor Chernozhukov
  5. Susan Athey
  6. Guido W. Imbens
  7. Denis Chetverikov
  8. Whitney K. Newey
  9. Vasilis Syrgkanis
  10. Martin Spindler
  11. Iván Fernández-Val
  12. Achim Ahrens
  13. Mark E. Schaffer
  14. Kengo Kato
  15. Thomas Wiemann
  16. Matias D. Cattaneo
  17. James M. Robins
  18. Harold D. Chiang
  19. Max H. Farrell
  20. Stefan Wager

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

(2 of 10)

Provable Detection of Propagating Sampling Bias in Prediction Models
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 6 citations
with Pavan Ravishankar, Qingyu Mo, Daniel B. Neill
Proceedings of the AAAI Conference on Artificial Intelligence
Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem
published2022 · INFORMS Journal on Data Science · 8 citations · first circulated 2019
with Mochen Yang, Gordon Burtch, Gediminas Adomavičius
Paper profile INFORMS Journal on Data Science arXiv:2012.10790
Commentary on “Causal Decision Making and Causal Effect Estimation Are Not the Same… and Why It Matters”
published2022 · INFORMS Journal on Data Science · 1 citations
INFORMS Journal on Data Science
Nonparametric Subset Scanning for Detection of Heteroscedasticity
published2022 · Journal of Computational and Graphical Statistics
with Charles R. Doss
Journal of Computational and Graphical Statistics
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
published2021 · MIS Quarterly · 1 citations
with Sandeep Gangarapu, Ravi Bapna, Tianshu Sun
MIS Quarterly
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data
published2018 · International Conference on Artificial Intelligence and Statistics · 11 citations
with William Herlands, Andrew Gordon Wilson, Daniel B. Neill
International Conference on Artificial Intelligence and Statistics
Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection
working paper2018 · arXiv · 11 citations
with Sriram Somanchi, Daniel B. Neill
Paper profile arXiv arXiv:1803.09159
Penalized Fast Subset Scanning
published2015 · Journal of Computational and Graphical Statistics · 31 citations
with Skyler Speakman, Sriram Somanchi, Daniel B. Neill
Journal of Computational and Graphical Statistics
Scalable Detection of Anomalous Patterns With Connectivity Constraints
published2014 · Journal of Computational and Graphical Statistics · 42 citations
with Skyler Speakman, Daniel B. Neill
Journal of Computational and Graphical Statistics
Fast subset scan for multivariate event detection
published2012 · Statistics in Medicine · 43 citations
with Daniel B. Neill, Huanian Zheng
Statistics in Medicine

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.