← All authors Stefan Wager Stanford University (from arXiv:2306.11979, 2023) · ORCID · OpenAlex
60 papers in scope · 50 published · 17 on the econ.EM arXiv · 4,185 citations · h-index 20 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Susan Athey Guido W. Imbens Vasilis Syrgkanis Victor Chernozhukov Evan Munro Mohsen Bayati Sadegh Shirani Dmitry Arkhangelsky Rahul Singh Xinkun Nie Whitney K. Newey Davide Viviano Jann Spiess Avi Feller Pedro H. C. Sant’Anna Jelena Bradić Christian Hansen Ruoxuan Xiong Qi Wu Rahul Ladhania 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 (19 of 60)
working paper 2026 · arXiv
published 2025 · American Economic Review · 14 citations · first circulated 2021
working paper 2025 · arXiv
published 2025 · Operations Research · 1 citations · first circulated 2022
Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial With Causal Forests
published 2025 · International Journal of Methods in Psychiatric Research · 23 citations · first circulated 2024
working paper 2025 · arXiv
Noise-induced randomization in regression discontinuity designs
published 2025 · Biometrika · 5 citations
A Comment on: “Fisher–Schultz Lecture: Generic Machine Learning Inference on Heterogeneous Treatment Effects in Randomized Experiments, With an Application to Immunization in India” by Victor Chernozhukov, Mert Demirer, Esther Duflo, and Iván Fernández‐Val
published 2025 · Econometrica
published 2024 · Journal of Computational and Graphical Statistics · 7 citations · first circulated 2023
Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects
published 2024 · Journal of the American Statistical Association · 51 citations · first circulated 2021
working paper 2024 · arXiv · 1 citations
working paper 2024 · arXiv · 2 citations
What makes forest-based heterogeneous treatment effect estimators work?
published 2024 · The Annals of Applied Statistics · 3 citations · first circulated 2022
Weak Signal Asymptotics for Sequentially Randomized Experiments
published 2023 · Management Science · 6 citations · first circulated 2021
with Kuang Xu, Xu Kuang
Off-policy evaluation in partially observed Markov decision processes under sequential ignorability
published 2023 · The Annals of Statistics · 4 citations · first circulated 2021
with Yu-Chen Hu
working paper 2023 · arXiv · 4 citations
Estimating heterogeneous treatment effects with right-censored data via causal survival forests
published 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 92 citations · first circulated 2020
working paper 2022 · arXiv · 11 citations
Random graph asymptotics for treatment effect estimation under network interference
published 2022 · The Annals of Statistics · 37 citations · first circulated 2020
Thompson Sampling with Unrestricted Delays
published 2022 · Proceedings of the 23rd ACM Conference on Economics and Computation · 1 citations
Offline Multi-Action Policy Learning: Generalization and Optimization
published 2022 · Operations Research · 21 citations · first circulated 2020
published 2022 · Biometrika · 27 citations · first circulated 2021
working paper 2021 · arXiv · 6 citations
Augmented minimax linear estimation
published 2021 · The Annals of Statistics · 49 citations
published 2021 · American Economic Review · 90 citations · first circulated 2019
Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis
published 2021 · Journal of the American Statistical Association · 2 citations
Confidence intervals for policy evaluation in adaptive experiments
published 2021 · Proceedings of the National Academy of Sciences · 24 citations
Experimenting in Equilibrium
published 2021 · Management Science · 3 citations
with Kuang Xu
Policy Learning With Observational Data
published 2021 · Econometrica · 3 citations
Smoothness-Adaptive Contextual Bandits
published 2021 · Operations Research · 5 citations
with Yonatan Gur, Ahmadreza Momeni
published 2020 · Journal of Computational and Graphical Statistics · 18 citations
Learning When-to-Treat Policies
published 2020 · Journal of the American Statistical Association · 48 citations · first circulated 2019
published 2020 · Biometrika · 94 citations · first circulated 2017
Doubly robust treatment effect estimation with missing attributes
published 2020 · The Annals of Applied Statistics · 1 citations
Comment: Invariance and Causal Inference
published 2020 · Statistical Science
policytree: Policy learning via doubly robust empirical welfare maximization over trees
published 2020 · The Journal of Open Source Software · 46 citations
Cross-Validation, Risk Estimation, and Model Selection: Comment on a Paper by Rosset and Tibshirani
published 2020 · Journal of the American Statistical Association · 22 citations · first circulated 2019
Debiased Inference of Average Partial Effects in Single-Index Models: Comment on Wooldridge and Zhu
published 2019 · Journal of Business and Economic Statistics · 9 citations · first circulated 2018
working paper 2019 · arXiv · 6 citations
On Regression Tables for Policy Learning: Comment on a Paper by Jiang, Song, Li and Zeng
published 2019 · Statistica Sinica
published 2019 · The Annals of Statistics · 16 citations
Estimating Treatment Effects with Causal Forests: An Application
published 2019 · Observational Studies · 118 citations
Covariate-Powered Empirical Bayes Estimation
published 2019 · Neural Information Processing Systems · 8 citations
Optimized Regression Discontinuity Designs
published 2018 · The Review of Economics and Statistics · 3 citations
Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 48 citations · first circulated 2016
High-dimensional asymptotics of prediction: Ridge regression and classification
published 2018 · The Annals of Statistics · 27 citations · first circulated 2015
with Edgar Dobriban
Shape-constrained partial identification of a population mean under unknown probabilities of sample selection
published 2017 · Biometrika · 1 citations
with Luke Miratrix, José R. Zubizarreta
published 2017 · American Economic Review · 69 citations
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
published 2017 · Journal of the American Statistical Association · 2816 citations · first circulated 2015
Prevalence and Predictors of Malnutrition among Guatemalan Children at 2 Years of Age
published 2016 · PLoS ONE · 10 citations
with Jason M. Nagata, James Gippetti, Alejandro Chavez, Paul H. Wise
High-dimensional regression adjustments in randomized experiments
published 2016 · Proceedings of the National Academy of Sciences · 98 citations
with Wenfei Du, Jonathan Taylor, Robert Tibshirani
working paper 2016 · arXiv · 6 citations
Comments on: A random forest guided tour
published 2016 · Test · 16 citations
Teaching Statistics at Google-Scale
published 2015 · The American Statistician · 11 citations
with Nicholas Chamandy, Omkar Muralidharan
Confidence Areas for Fixed-Effects PCA
published 2015 · Journal of Computational and Graphical Statistics · 9 citations · first circulated 2014
with Julie Josse, François Husson
Sequential Selection Procedures and False Discovery Rate Control
published 2015 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 146 citations · first circulated 2013
with Max G’Sell, Alexandra Chouldechova, Robert Tibshirani
Semiparametric exponential families for heavy-tailed data
published 2015 · Biometrika · 16 citations · first circulated 2013
with William Fithian
Quantifying and Exploiting the Age Dependence in the Effect of Supplementary Food for Child Undernutrition
published 2014 · PLoS ONE · 11 citations
Subsampling extremes: From block maxima to smooth tail estimation
published 2014 · Journal of Multivariate Analysis · 10 citations · first circulated 2012
A geometric approach to density estimation with additive noise
published 2013 · Statistica Sinica · 10 citations
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