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Carlos Cinelli

University of Washington (per OpenAlex) · ORCID · OpenAlex

11 papers in scope · 9 published · 2 on the econ.EM arXiv · 1,847 citations · h-index 7 (over the papers listed here)

Related authors

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

  1. Victor Chernozhukov
  2. Jeffrey Zhang
  3. Malte S. Kurz
  4. Theresa M. A. Schmitz
  5. Phil-Adrian Klotz
  6. Jakob Bjelac
  7. Nick Huntington-Klein
  8. Whitney K. Newey
  9. Rahul Singh
  10. Philipp Bach
  11. Sven Klaaßen
  12. Randall R. Rojas
  13. P. Babu Rao
  14. Yu-Min Yen
  15. Cory McCartan
  16. Vasilis Syrgkanis
  17. Eleanor Wiske Dillon
  18. Justin Young
  19. Martin Spindler
  20. Amit Sharma

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 11)

Sensitivity Analysis for Causal ML: A Use Case at Booking.com
working paper2025 · arXiv
with Philipp Bach, Victor Chernozhukov, Lin Jia, Sven Klaaßen, Nils Skotara, Martin Spindler
Paper profile arXiv arXiv:2510.09109
An omitted variable bias framework for sensitivity analysis of instrumental variables
published2025 · Biometrika · 37 citations · first circulated 2022
with Chad Hazlett
Biometrika
Sensemakr: Sensitivity Analysis Tools for OLS in R and Stata
published2024 · Observational Studies · 151 citations · first circulated 2020
with Jeremy Ferwerda, Chad Hazlett
Observational Studies
A First Course in Linear Model Theory, 2nd ed.Nalini Ravishanker, Zhiyi Chi, and Dipak K. Dey, Boca Raton, FL: Chapman & Hall/CRC Press, 2022, xvi + 513 pp., $110.00(H), ISBN: 978-1-439-85805-9.
published2023 · The American Statistician
The American Statistician
A Crash Course in Good and Bad Controls
published2022 · Sociological Methods & Research · 588 citations · first circulated 2020
with Andrew Forney, Judea Pearl
Sociological Methods & Research
Long Story Short: Omitted Variable Bias in Causal Machine Learning
working paper2021 · arXiv · 22 citations
with Victor Chernozhukov, Whitney K. Newey, Amit Sharma, Vasilis Syrgkanis, Amit Shamar, Whitney Newey
Paper profile arXiv arXiv:2112.13398
Exploiting Equality Constraints in Causal Inference
published2021 · International Conference on Artificial Intelligence and Statistics · 6 citations
with Chi Zhang, Bryant Chen, Judea Pearl
no link
Generalizing experimental results by leveraging knowledge of mechanisms
published2020 · European Journal of Epidemiology · 22 citations
with Judea Pearl
European Journal of Epidemiology
Making Sense of Sensitivity: Extending Omitted Variable Bias
published2019 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 990 citations
with Chad Hazlett
Journal of the Royal Statistical Society Series B (Statistical Methodology)
Sensitivity Analysis of Linear Structural Causal Models
published2019 · International Conference on Machine Learning · 27 citations
with Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim
no link
RE: A Practical Example Demonstrating the Utility of Single-world Intervention Graphs
published2018 · Epidemiology · 4 citations
with Judea Pearl
Epidemiology

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.