← All authors Matthew Cefalu RAND Corporation (from arXiv:2011.04826, 2020) · ORCID · OpenAlex
17 papers in scope · 16 published · 1 on the econ.EM arXiv · 222 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.
David A. Hirshberg Dmitry Arkhangelsky Stefan Wager Guido W. Imbens Susan Athey Pedro H. C. Sant’Anna Victor Chernozhukov Avi Feller Eli Ben-Michael Brantly Callaway Mohsen Bayati Davide Viviano Bruno Ferman Kaspar Wüthrich Anish Agarwal Dennis Shen Vasilis Syrgkanis Jann Spiess Jonathan Roth 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 17)
Autoregressive models for panel data causal inference with application to state-level opioid policies
published 2026 · The Annals of Applied Statistics
The Effect of the Medicare Advantage Value-Based Insurance Design Model Test on Utilization in 2017
published 2022 · American Journal of Health Promotion · 2 citations
Synthetic estimation for the complier average causal effect
published 2021 · Canadian Journal of Statistics
with Denis Agniel, Bing Han
Nonparametric estimation of population average dose-response curves using entropy balancing weights for continuous exposures
published 2021 · Health Services and Outcomes Research Methodology · 4 citations · first circulated 2020
working paper 2020 · arXiv · 3 citations
Averaging causal estimators in high dimensions
published 2020 · Journal of Causal Inference · 7 citations
with Joseph Antonelli
The use of complementary and integrative health approaches for chronic musculoskeletal pain in younger US Veterans: An economic evaluation
published 2019 · PLoS ONE · 56 citations
with Patricia M. Herman, Anita H. Yuan, Karen Chu, Qing Zeng, Nell Marshall, Karl Lorenz, Stephanie L. Taylor
Doubly Robust Matching Estimators for High Dimensional Confounding Adjustment
published 2018 · Biometrics · 50 citations · first circulated 2016
with Joseph Antonelli, Nathan Palmer, Denis Agniel
Collaborative targeted learning using regression shrinkage
published 2017 · Statistics in Medicine · 8 citations
with Mireille E. Schnitzer
A synthetic estimator for the efficacy of clinical trials with all‐or‐nothing compliance
published 2017 · Statistics in Medicine · 4 citations
with Joseph Antonelli, Bing Han
Model Averaged Double Robust Estimation
published 2016 · Biometrics · 36 citations
with Francesca Dominici, Nils D. Arvold, Giovanni Parmigiani
The Authors Respond
published 2016 · Epidemiology
with Francesca Dominici
The positive effects of population-based preferential sampling in environmental epidemiology
published 2016 · Biostatistics · 5 citations
with Joseph Antonelli, Luke Bornn
Confounding Adjustment and Exposure Prediction in Environmental Epidemiology
published 2015 · Epidemiology · 3 citations
with Francesca Dominici
Does Exposure Prediction Bias Health-Effect Estimation?
published 2014 · Epidemiology · 25 citations
with Francesca Dominici
Completing the Results of the 2013 Boston Marathon
published 2014 · PLoS ONE · 4 citations
with Dorit Hammerling, Jessi Cisewski-Kehe, Francesca Dominici, Giovanni Parmigiani, C. A. Paulson, Richard L. Smith
Pointwise Confidence Intervals for the Covariate-adjusted Survivor Function in the Cox Model
published 2011 · The Stata Journal Promoting communications on statistics and Stata · 15 citations
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