Stefan Wager

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2020
Позовавания	16453	13547
h-индекс	39	38
i10-индекс	77	69

3900

1950

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20142015201620172018201920202021202220232024202561 103 212 365 600 923 1427 1919 2353 3245 3815 646

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Преглед на всички

23 статии

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Съавтори

Susan AtheyThe Economics of Technology Professor, Stanford University Graduate School of BusinessПотвърден имейл адрес: stanford.edu
David A. HirshbergEmory UniversityПотвърден имейл адрес: emory.edu
guido imbensStanford UniversityПотвърден имейл адрес: stanford.edu
Julie TibshiraniSourcegraphПотвърден имейл адрес: cs.stanford.edu
Erik SverdrupDepartment of Econometrics & Business Statistics, Monash UniversityПотвърден имейл адрес: monash.edu
Xinkun NieStanford UniversityПотвърден имейл адрес: stanford.edu
Percy LiangAssociate Professor of Computer Science, Stanford UniversityПотвърден имейл адрес: cs.stanford.edu
Sida I. WangFacebook AIПотвърден имейл адрес: fb.com
Dmitry ArkhangelskyCEMFIПотвърден имейл адрес: cemfi.es
Xu Kuang (许匡)Associate Professor, Stanford Graduate School of BusinessПотвърден имейл адрес: stanford.edu
Shuangning LiUniversity of ChicagoПотвърден имейл адрес: chicagobooth.edu
Nikolaos IgnatiadisStatistics & Data Science, University of ChicagoПотвърден имейл адрес: uchicago.edu
Robert TibshiraniProfessor of Biomedical Data Sciences, and of Statistics, Stanford UniversityПотвърден имейл адрес: stanford.edu
Yuchen HuStanford UniversityПотвърден имейл адрес: stanford.edu
Vitor HadadApplied Scientist, Amazon Lab126Потвърден имейл адрес: amazon.com
Julie JosseSenior Researcher Inria,Потвърден имейл адрес: inria.fr
Emma BrunskillAssociate Professor of Computer Science, Stanford UniversityПотвърден имейл адрес: cs.stanford.edu
Suzanne de TrevilleProfessor of Operations Management, Faculty of Business and Economics (HEC), University of LausanneПотвърден имейл адрес: unil.ch
B EfronProfessor of statistics, Stanford UniversityПотвърден имейл адрес: stat.stanford.edu
Trevor HastieProfessor of Statistics, Stanford UniversityПотвърден имейл адрес: stanford.edu

Следене

Stefan Wager

Graduate School of Business, Stanford University

Потвърден имейл адрес: stanford.edu - Начална страница

Statistics Machine Learning Causal Inference


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
Estimation and inference of heterogeneous treatment effects using random forests S Wager, S Athey Journal of the American Statistical Association 113 (523), 1228-1242, 2018	3698	2018
Generalized random forests S Athey, J Tibshirani, S Wager The Annals of Statistics 47 (2), 1148-1178, 2019	2410	2019
Synthetic difference-in-differences D Arkhangelsky, S Athey, DA Hirshberg, GW Imbens, S Wager American Economic Review 111 (12), 4088-4118, 2021	1235	2021
Quasi-oracle estimation of heterogeneous treatment effects X Nie, S Wager Biometrika 108 (2), 299-319, 2021	990	2021
Policy learning with observational data S Athey, S Wager Econometrica 89 (1), 133-161, 2021	889*	2021
Dropout training as adaptive regularization S Wager, S Wang, PS Liang Advances in Neural Information Processing Systems, 351-359, 2013	781	2013
Approximate residual balancing: Debiased inference of average treatment effects in high dimensions S Athey, GW Imbens, S Wager Journal of the Royal Statistical Society Series B 80 (4), 597-623, 2018	695*	2018
Confidence intervals for random forests: The jackknife and the infinitesimal jackknife S Wager, T Hastie, B Efron The journal of machine learning research 15 (1), 1625-1651, 2014	617	2014
Estimating treatment effects with causal forests: An application S Athey, S Wager Observational Studies 5, 2019	605	2019
High-dimensional asymptotics of prediction: Ridge regression and classification E Dobriban, S Wager The Annals of Statistics 46 (1), 247-279, 2018	381	2018
Local linear forests R Friedberg, J Tibshirani, S Athey, S Wager Journal of Computational and Graphical Statistics 30 (2), 503-517, 2020	320	2020
Adaptive concentration of regression trees, with application to random forests S Wager, G Walther arXiv preprint arXiv:1503.06388, 2015	225	2015
Offline multi-action policy learning: Generalization and optimization Z Zhou, S Athey, S Wager Operations Research 71 (1), 148-183, 2023	208	2023
Confidence intervals for policy evaluation in adaptive experiments V Hadad, DA Hirshberg, R Zhan, S Wager, S Athey Proceedings of the national academy of sciences 118 (15), e2014602118, 2021	194	2021
Sequential selection procedures and false discovery rate control MG G'Sell, S Wager, A Chouldechova, R Tibshirani Journal of the Royal Statistical Society: Series B 78 (2), 423-444, 2016	183	2016
High-dimensional regression adjustments in randomized experiments S Wager, W Du, J Taylor, RJ Tibshirani Proceedings of the National Academy of Sciences 113 (45), 12673-12678, 2016	140	2016
Valuing lead time S De Treville, I Bicer, V Chavez-Demoulin, V Hagspiel, N Schürhoff, ... Journal of Operations Management 32 (6), 337-346, 2014	137	2014
grf: Generalized random forests J Tibshirani, S Athey, E Sverdrup, S Wager CRAN: Contributed Packages, 2017	136	2017
Augmented minimax linear estimation DA Hirshberg, S Wager The Annals of Statistics 49 (6), 3206-3227, 2021	135*	2021
Ranger: A fast implementation of random forests MN Wright, S Wager, P Probst R package version 0.12 1, 730, 2020	131	2020

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