Scholar
Carlos Cinelli
Google Scholar ID: 4fyZLIoAAAAJ
University of Washington
Citations & Impact
Citations
2,491
H-index
12
i10-index
13
Publications
20
Co-authors
27
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Long Story Short: Omitted Variable Bias in Causal Machine Learning' received Best Paper Award at SBE 2024 in Econometrics
- Publications accepted in top journals: Nature Communications, Biometrika, Bayesian Analysis, Sociological Methods and Research, COLT 2022, AISTATS 2021, Observational Studies
- Developed and released sensitivity analysis software sensemakr for R/Stata and PySensemakr for Python
- Funded by NSF/MMS and Royalty Research Fund
- Multiple working papers and preprints on NBER and bioRxiv
- Invited talks at the National Academies and Online Causal Inference Seminar
Background
- Assistant Professor at the Department of Statistics, University of Washington
- Data Science Fellow at the eScience Institute
- Affiliate Faculty at the Center for Statistics and the Social Sciences
- Research focuses on developing new causal and statistical methods for transparent and robust causal claims in empirical sciences
- Particularly interested in inferential challenges faced by social and health scientists, and intersections of causality with machine learning and AI
