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 | 3108 | 2018 |
When should you adjust standard errors for clustering? A Abadie, S Athey, GW Imbens, JM Wooldridge The Quarterly Journal of Economics 138 (1), 1-35, 2023 | 2938 | 2023 |
Recursive partitioning for heterogeneous causal effects S Athey, G Imbens Proceedings of the National Academy of Sciences 113 (27), 7353-7360, 2016 | 2144* | 2016 |
Generalized random forests S Athey, J Tibshirani, S Wager | 2031 | 2019 |
The state of applied econometrics: Causality and policy evaluation S Athey, GW Imbens Journal of Economic perspectives 31 (2), 3-32, 2017 | 1653 | 2017 |
Identification and inference in nonlinear difference‐in‐differences models S Athey, GW Imbens Econometrica 74 (2), 431-497, 2006 | 1635 | 2006 |
Machine learning methods that economists should know about S Athey, GW Imbens Annual Review of Economics 11 (1), 685-725, 2019 | 965 | 2019 |
The impact of machine learning on economics S Athey The economics of artificial intelligence: An agenda, 507-547, 2018 | 950 | 2018 |
Design-based analysis in difference-in-differences settings with staggered adoption S Athey, GW Imbens Journal of Econometrics 226 (1), 62-79, 2022 | 873 | 2022 |
The econometrics of randomized experiments S Athey, GW Imbens Handbook of economic field experiments 1, 73-140, 2017 | 860 | 2017 |
Synthetic difference-in-differences D Arkhangelsky, S Athey, DA Hirshberg, GW Imbens, S Wager American Economic Review 111 (12), 4088-4118, 2021 | 822 | 2021 |
Single crossing properties and the existence of pure strategy equilibria in games of incomplete information S Athey Econometrica 69 (4), 861-889, 2001 | 817 | 2001 |
Beyond prediction: Using big data for policy problems S Athey Science 355 (6324), 483-485, 2017 | 811 | 2017 |
Policy learning with observational data S Athey, S Wager Econometrica 89 (1), 133-161, 2021 | 760* | 2021 |
An empirical framework for testing theories about complimentarity in organizational design S Athey, S Stern National Bureau of Economic Research, 1998 | 711 | 1998 |
Matrix completion methods for causal panel data models S Athey, M Bayati, N Doudchenko, G Imbens, K Khosravi Journal of the American Statistical Association 116 (536), 1716-1730, 2021 | 653 | 2021 |
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: Statistical Methodology …, 2018 | 647* | 2018 |
Position auctions with consumer search S Athey, G Ellison The Quarterly Journal of Economics 126 (3), 1213-1270, 2011 | 633 | 2011 |
Identification of standard auction models S Athey, PA Haile Econometrica 70 (6), 2107-2140, 2002 | 604 | 2002 |
Monotone comparative statics under uncertainty S Athey The Quarterly Journal of Economics 117 (1), 187-223, 2002 | 587* | 2002 |