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Susan Athey
Susan Athey
The Economics of Technology Professor, Stanford University Graduate School of Business
stanford.edu의 이메일 확인됨 - 홈페이지
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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
34372018
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
32852023
Recursive partitioning for heterogeneous causal effects
S Athey, G Imbens
Proceedings of the National Academy of Sciences 113 (27), 7353-7360, 2016
2329*2016
Generalized random forests
S Athey, J Tibshirani, S Wager
22802019
The state of applied econometrics: Causality and policy evaluation
S Athey, GW Imbens
Journal of Economic perspectives 31 (2), 3-32, 2017
17882017
Identification and inference in nonlinear difference‐in‐differences models
S Athey, GW Imbens
Econometrica 74 (2), 431-497, 2006
17112006
Machine learning methods that economists should know about
S Athey, GW Imbens
Annual Review of Economics 11 (1), 685-725, 2019
11012019
Synthetic difference-in-differences
D Arkhangelsky, S Athey, DA Hirshberg, GW Imbens, S Wager
American Economic Review 111 (12), 4088-4118, 2021
10782021
The impact of machine learning on economics
S Athey
The economics of artificial intelligence: An agenda, 507-547, 2018
10472018
Design-based analysis in difference-in-differences settings with staggered adoption
S Athey, GW Imbens
Journal of Econometrics 226 (1), 62-79, 2022
9772022
The econometrics of randomized experiments
S Athey, GW Imbens
Handbook of economic field experiments 1, 73-140, 2017
9212017
Beyond prediction: Using big data for policy problems
S Athey
Science 355 (6324), 483-485, 2017
8702017
Policy learning with observational data
S Athey, S Wager
Econometrica 89 (1), 133-161, 2021
861*2021
Single crossing properties and the existence of pure strategy equilibria in games of incomplete information
S Athey
Econometrica 69 (4), 861-889, 2001
8282001
An empirical framework for testing theories about complimentarity in organizational design
S Athey, S Stern
National Bureau of Economic Research, 1998
7221998
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
7102021
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
677*2018
Position auctions with consumer search
S Athey, G Ellison
The Quarterly Journal of Economics 126 (3), 1213-1270, 2011
6522011
Identification of standard auction models
S Athey, PA Haile
Econometrica 70 (6), 2107-2140, 2002
6172002
Monotone comparative statics under uncertainty
S Athey
The Quarterly Journal of Economics 117 (1), 187-223, 2002
603*2002
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