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S

Stefan Wager

stanford university

28H-index
182Paper Count
6.2KCitation Count
Published Papers 25
Publication Date
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Correction: Developing an individualized treatment rule for Veterans with major depressive disorder using electronic health records
errMolecular Psychiatry
IF10.1
err2025-10-06
err0
PREAI
errNur Hani Zainal; Robert M. Bossarte; Sarah M. Gildea; Irving Hwang; Chris J. Kennedy; Howard Liu; Lucinda B. Leung; Alex Luedtke; Brian P. Marx; Maria V. Petukhova; Edward P. Post; Eric L. Ross; Nancy A. Sampson; Erik Sverdrup; Brett Turner; Stefan Wager; Ronald C. Kessler
errShare
errSave
Treatment Effects in Market Equilibrium
errAMERICAN ECONOMIC REVIEW
IF11.6
err2025-10-01
err0
PREAI
errMunro, Evan; Kuang, Xu; Wager, Stefan
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errSave
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
errEconometrica
IF7.1
err2025-07-30
err0
PREAI
errStefan Wager
errShare
errSave
Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-10-11
err3
errOAAI
errYadlowsky, Steve; Fleming, Scott; Shah, Nigam; Brunskill, Emma; Wager, Stefan
errShare
errSave
Low-intensity fires mitigate the risk of high-intensity wildfires in California's forests
errSCIENCE ADVANCES
IF12.5
err2023-11-10
err8
errOAAI
errWu, Xiao; Sverdrup, Erik; Mastrandrea, Michael D.; Wara, Michael W.; Wager, Stefan
errShare
errSave
Estimating heterogeneous treatment effects with right-censored data via causal survival forests
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2023-02-27
err33
errOAAI
errCui, Yifan; Kosorok, Michael R.; Sverdrup, Erik; Wager, Stefan; Zhu, Ruoqing
errShare
errSave
Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2022-09-12
err0
PREAI
errIgnatiadis, Nikolaos; Wager, Stefan
errShare
errSave
RANDOM GRAPH ASYMPTOTICS FOR TREATMENT EFFECT ESTIMATION UNDER NETWORK INTERFERENCE
errANNALS OF STATISTICS
IF3.7
err2022-08-01
err16
PREAI
errLi, Shuangning; Wager, Stefan
errShare
errSave
Confidence Intervals for Nonparametric Empirical Bayes Analysis
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2022-03-14
err7
errOAAI
errIgnatiadis, Nikolaos; Wager, Stefan
errShare
errSave
AUGMENTED MINIMAX LINEAR ESTIMATION
errANNALS OF STATISTICS
IF3.7
err2021-12-01
err24
errOAAI
errHirshberg, David A.; Wager, Stefan
errShare
errSave
Confidence intervals for policy evaluation in adaptive experiments
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2021-04-05
err32
errOAAI
errHadad, Vitor; Hirshberg, David A.; Zhan, Ruohan; Wager, Stefan; Athey, Susan
errShare
errSave
POLICY LEARNING WITH OBSERVATIONAL DATA
errECONOMETRICA
IF7.1
err2021-01-01
err196
errOAAI
errAthey, Susan; Wager, Stefan
errShare
errSave
Learning When-to-Treat Policies
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2020-11-30
err39
errOAAI
errNie, Xinkun; Brunskill, Emma; Wager, Stefan
errShare
errSave
Comment: Invariance and Causal Inference
errSTATISTICAL SCIENCE
IF3.4
err2020-08-01
err0
errOAAI
errWager, Stefan
errShare
errSave
Cross-Validation, Risk Estimation, and Model Selection: Comment on a Paper by Rosset and Tibshirani
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2020-03-19
err14
PREAI
errWager, Stefan
errShare
errSave
Optimized Regression Discontinuity Designs
errREVIEW OF ECONOMICS AND STATISTICS
IF6.8
err2019-05-01
err31
errOAAI
errImbens, Guido; Wager, Stefan
errShare
errSave
GENERALIZED RANDOM FORESTS
errANNALS OF STATISTICS
IF3.7
err2019-04-01
err953
errOAAI
errAthey, Susan; Tibshirani, Julie; Wager, Stefan
errShare
errSave
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2018-06-06
err1.0K
errOAAI
errWager, Stefan; Athey, Susan
errShare
errSave
Approximate residual balancing: debiased inference of average treatment effects in high dimensions
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2018-02-15
err198
errOAAI
errAthey, Susan; Imbens, Guido W.; Wager, Stefan
errShare
errSave
HIGH-DIMENSIONAL ASYMPTOTICS OF PREDICTION: RIDGE REGRESSION AND CLASSIFICATION
errANNALS OF STATISTICS
IF3.7
err2018-02-01
err170
errOAAI
errDobriban, Edgar; Wager, Stefan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ronald C. Kessler
H-index: 277 · Papers: 1.7K
R
Robert Tibshirani
H-index: 160 · Papers: 1.0K
N
Nancy A. Sampson
H-index: 105 · Papers: 359
G
Guido W. Imbens
H-index: 91 · Papers: 436
N
Nigam H. Shah
H-index: 79 · Papers: 569
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