Stefan Wager
Impact in
- Statistics and Probability top 0.5%
- Advanced Causal Inference Techniques
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Statistical Methods in Clinical Trials
- Economics and Econometrics top 2%
- Health Systems, Economic Evaluations, Quality of Life
Papers in
-
- Statistical Methods and Inference 21
- Advanced Causal Inference Techniques 18
- Statistical Methods and Bayesian Inference 12
-
- Machine Learning and Data Classification 7
- Machine Learning and Algorithms 7
- Co-authors
- Susan Athey (6 shared papers)Sida Wang (3 shared papers)Percy Liang (3 shared papers)Trevor Hastie (2 shared papers)Robert Tibshirani (3 shared papers)Max G’Sell (2 shared papers)Alexandra Chouldechova (2 shared papers)Jonathan Taylor (1 shared paper)
- Journals
- Journal of the American Statistical Association (4 papers)Journal of Computational and Graphical Statistics (2 papers)Biometrika (2 papers)International Journal of Methods in Psychiatric Research (2 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (2 papers)
- Partner nations
- United StatesFinlandSwitzerland
In The Last Decade
Stefan Wager
55 papers receiving 2.1k citations
Stefan Wager's Hit Papers
Peers
Comparison fields: 5 of 170
- Statistics and Probability 833
- Economics and Econometrics 471
- Management Science and Operations Research 191
- Artificial Intelligence 421
- Marketing 108
Countries citing papers authored by Stefan Wager
This map shows the geographic impact of Stefan Wager's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stefan Wager with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefan Wager more than expected).
Fields of papers citing papers by Stefan Wager
This network shows the impact of papers produced by Stefan Wager. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stefan Wager. The network helps show where Stefan Wager may publish in the future.
Co-authors
The 25 scholars most cited alongside Stefan Wager, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 60 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Hit paper breakdown → | 2017 | 1346 |
| 2 | 2013 | 122 | |
| 3 | Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife. | 2014 | 102 |
| 4 | 2015 | 86 | |
| 5 | 2014 | 66 | |
| 6 | 2016 | 50 | |
| 7 | 2017 | 40 | |
| 8 | 2023 | 34 | |
| 9 | 2020 | 25 | |
| 10 | 2020 | 24 | |
| 11 | 2023 | 21 | |
| 12 | 2024 | 21 | |
| 13 | 2007 | 20 | |
| 14 | 2022 | 16 | |
| 15 | 2022 | 15 | |
| 16 | 2020 | 13 | |
| 17 | Learning Objectives for Treatment Effect Estimation | 2017 | 11 |
| 18 | 2013 | 11 | |
| 19 | 2023 | 10 | |
| 20 | 2016 | 10 |
About Stefan Wager
Stefan Wager is a scholar working on Statistics and Probability, Artificial Intelligence, Computer Networks and Communications, Electrical and Electronic Engineering and Economics and Econometrics, having authored 60 papers that have together received 2.2k indexed citations. Recurring topics across this work include Statistical Methods and Inference (21 papers), Advanced Causal Inference Techniques (18 papers), Statistical Methods and Bayesian Inference (12 papers), Machine Learning and Data Classification (7 papers), Machine Learning and Algorithms (7 papers), Advanced Wireless Network Optimization (6 papers), Wireless Communication Networks Research (6 papers) and Health Systems, Economic Evaluations, Quality of Life (5 papers). The work is most often cited by research in Statistics and Probability (833 citations), Economics and Econometrics (471 citations), Management Science and Operations Research (191 citations), Artificial Intelligence (421 citations) and Marketing (108 citations). Stefan Wager has collaborated with scholars based in United States, Finland and Switzerland. Frequent co-authors include Susan Athey, Sida Wang, Percy Liang, Trevor Hastie, Robert Tibshirani, Max G’Sell, Alexandra Chouldechova, Jonathan Taylor, Emma Brunskill and Suzanne de Treville. Their work appears in journals such as Journal of the American Statistical Association, Journal of Computational and Graphical Statistics, Biometrika, International Journal of Methods in Psychiatric Research and Journal of the Royal Statistical Society Series B (Statistical Methodology).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.