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Brian Vegetabile

RAND Corporation (from arXiv:2011.04826, 2020) · ORCID · OpenAlex

9 papers in scope · 8 published · 1 on the econ.EM arXiv · 118 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. David A. Hirshberg
  2. Dmitry Arkhangelsky
  3. Stefan Wager
  4. Guido W. Imbens
  5. Susan Athey
  6. Pedro H. C. Sant’Anna
  7. Victor Chernozhukov
  8. Avi Feller
  9. Eli Ben-Michael
  10. Brantly Callaway
  11. Mohsen Bayati
  12. Davide Viviano
  13. Bruno Ferman
  14. Kaspar Wüthrich
  15. Anish Agarwal
  16. Dennis Shen
  17. Vasilis Syrgkanis
  18. Jann Spiess
  19. Jonathan Roth
  20. Devavrat Shah

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 9)

Practical challenges in mediation analysis: a guide for applied researchers
published2024 · Health Services and Outcomes Research Methodology · 70 citations
with Megan S. Schuler, Donna L. Coffman, Elizabeth A. Stuart, Trang Quynh Nguyen, Daniel F. McCaffrey
Health Services and Outcomes Research Methodology
Estimating generalized propensity scores with survey and attrition weighted data
published2024 · Statistics in Medicine · 5 citations
with Daniel F. McCaffrey, Beth Ann Griffin, Michael W. Robbins, Yajnaseni Chakraborti, Donna L. Coffman
Statistics in Medicine
Causal Inference in Unrepresentative Databases: An Analysis of Vitamin E Supplementation in the National Alzheimer’s Coordinating Center Uniform Dataset
published2022 · Alzheimer s & Dementia
with Olivia M. Bernstein Morgan, Daniel L. Gillen, Joshua D. Grill
Alzheimer s & Dementia
Adjustment for biased sampling using NHANES derived propensity weights
published2022 · Health Services and Outcomes Research Methodology · 4 citations · first circulated 2021
with Olivia M. Bernstein, Christian R. Salazar, Joshua D. Grill, Daniel L. Gillen
Health Services and Outcomes Research Methodology
Higher Moments for Optimal Balance Weighting in Causal Estimation
published2022 · Epidemiology · 11 citations
with Melody Huang, Lane F. Burgette, Claude Messan Setodji, Beth Ann Griffin
Epidemiology
Nonparametric estimation of population average dose-response curves using entropy balancing weights for continuous exposures
published2021 · Health Services and Outcomes Research Methodology · 4 citations · first circulated 2020
with Beth Ann Griffin, Donna L. Coffman, Matthew Cefalu, Michael W. Robbins, Daniel F. McCaffrey
Health Services and Outcomes Research Methodology
Reducing bias in difference-in-differences models using entropy balancing
working paper2020 · arXiv · 3 citations
with Matthew Cefalu, Michael Dworsky, Christine Eibner, Federico Girosi
Paper profile arXiv arXiv:2011.04826
Optimally Balanced Gaussian Process Propensity Scores for Estimating Treatment Effects
published2019 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 15 citations
with Daniel L. Gillen, Hal S. Stern
Journal of the Royal Statistical Society Series A (Statistics in Society)
Estimating the Entropy Rate of Finite Markov Chains With Application to Behavior Studies
published2019 · Journal of Educational and Behavioral Statistics · 6 citations · first circulated 2017
with Stephanie A. Stout-Oswald, Elysia Poggi Davis, Tallie Z. Baram, H.P. Stern, Jenny Molet, Hal S. Stern
Journal of Educational and Behavioral Statistics

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.