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Melody Huang

Yale University (from arXiv:2507.23743, 2025) · ORCID · OpenAlex

13 papers in scope · 10 published · 3 on the econ.EM arXiv · 158 citations · h-index 5 (over the papers listed here)

Related authors

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

  1. Harsh Parikh
  2. Trang Quynh Nguyen
  3. Caleb H. Miles
  4. Alexander Volfovsky
  5. Sudeepa Roy
  6. Marco Morucci
  7. Vittorio Orlandi
  8. Cynthia Rudin
  9. Kara E. Rudolph
  10. Elizabeth A. Stuart
  11. Dominique Perrault-Joncas
  12. Gabriel Levin-Konigsberg
  13. Amit Sharma
  14. Alan Hao Yang
  15. David J. Richardson
  16. Quinn Lanners
  17. Jacob Dorn
  18. Carlos Cinelli
  19. Kevin Guo
  20. Ilya Shpitser

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

(3 of 13)

Sensitivity analysis for clustered observational studies with an application to the effectiveness of magnet nursing hospitals
published2026 · Journal of the Royal Statistical Society Series A (Statistics in Society) · first circulated 2025
with Eli Ben-Michael, Matthew D. McHugh, Luke Keele
Journal of the Royal Statistical Society Series A (Statistics in Society)
Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies
published2025 · Proceedings of the National Academy of Sciences · 5 citations · first circulated 2024
with Eli Ben-Michael, D. James Greiner, Kosuke Imai, Zhichao Jiang, Sooahn Shin, Yingyu Huang
Proceedings of the National Academy of Sciences
Relative Bias Under Imperfect Identification in Observational Causal Inference
working paper2025 · arXiv
with Cory McCartan
Paper profile arXiv arXiv:2507.23743
Design sensitivity and its implications for weighted observational studies
published2025 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 3 citations · first circulated 2023
with Dan Soriano, Samuel D. Pimentel
Journal of the Royal Statistical Society Series A (Statistics in Society)
Variance-based sensitivity analysis for weighting estimators results in more informative bounds
published2024 · Biometrika · 10 citations · first circulated 2022
with Samuel D. Pimentel
Biometrika
Sensitivity analysis for the generalization of experimental results
published2024 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 16 citations
Journal of the Royal Statistical Society Series A (Statistics in Society)
Towards Generalizing Inferences from Trials to Target Populations
working paper2024 · arXiv · 2 citations
with Harsh Parikh
Paper profile arXiv arXiv:2402.17042
Leveraging population outcomes to improve the generalization of experimental results: Application to the JTPA study
published2023 · The Annals of Applied Statistics · 4 citations
with Naoki Egami, Erin Hartman, Luke Miratrix
The Annals of Applied Statistics
Improving precision through design and analysis in experiments with noncompliance
published2023 · Political Science Research and Methods · 1 citations
with Erin Hartman
Political Science Research and Methods
Sensitivity Analysis for Survey Weights
published2023 · Political Analysis · 20 citations · first circulated 2022
with Erin Hartman, Erin E. Hartman
Political Analysis
Higher Moments for Optimal Balance Weighting in Causal Estimation
published2022 · Epidemiology · 11 citations
with Brian Vegetabile, Lane F. Burgette, Claude Messan Setodji, Beth Ann Griffin
Epidemiology
Forecasting stock market movements using Google Trend searches
published2019 · Empirical Economics · 86 citations
with Randall R. Rojas, Patrick D. Convery
Empirical Economics
News Sentiment as Leading Indicators for Recessions
working paper2018 · arXiv
with Randall R. Rojas, Patrick D. Convery
Paper profile arXiv arXiv:1805.04160

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.