Athey, Susan

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Wager, S., & Athey, S. (2018) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 2,917

Recursive partitioning for heterogeneous causal effects

Athey, S., & Imbens, G. (2016) · Proceedings of the National Academy of Sciences

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,586

Synthetic Difference-in-Differences

Arkhangelsky, D., Athey, S., Hirshberg, D. A., Imbens, G. W., & Wager, S. (2021) · American Economic Review

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 1,518

When Should You Adjust Standard Errors for Clustering?

Abadie, A., Athey, S., Imbens, G. W., & Wooldridge, J. M. (2022) · The Quarterly Journal of Economics

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 1,460

Machine Learning Methods That Economists Should Know About

Athey, S., & Imbens, G. W. (2019) · Annual Review of Economics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,163

Identification and Inference in Nonlinear Difference-in-Differences Models

Athey, S., & Imbens, G. W. (2006) · Econometrica

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 1,084

Design-based analysis in Difference-In-Differences settings with staggered adoption

Athey, S., & Imbens, G. W. (2022) · Journal of Econometrics

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 917

Beyond prediction: using big data for policy problems

Athey, S. (2017) · Science

Big Data Technologies and ApplicationsEthics and Social Impacts of AI

Cited by 575

Matrix Completion Methods for Causal Panel Data Models

Athey, S., Bayati, M., Doudchenko, N., Imbens, G., & Khosravi, K. (2018) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 497

An Empirical Framework for Testing Theories About Complimentarity in Organizational Design

Athey, S., & Stern, S. (1998) · National Bureau of Economic Research

Accounting and Organizational ManagementEconomic Theory and Institutions

Cited by 470

Computational social science: Obstacles and opportunities

Lazer, D. M. J., Pentland, A., Watts, D. J., Aral, S., Athey, S., Contractor, N., Freelon, D., Gonzalez-Bailon, S., King, G., Margetts, H., et al. (2020) · Science

Scientific Computing and Data ManagementComputational and Text Analysis Methods

Cited by 453

Integrating explanation and prediction in computational social science

Hofman, J. M., Watts, D. J., Athey, S., Garip, F., Griffiths, T. L., Kleinberg, J., Margetts, H., Mullainathan, S., Salganik, M. J., Vazire, S., et al. (2021) · Nature

Philosophy of Biology and Scientific ExplanationMulti-Agent Systems and Negotiation

Cited by 371

Estimating experienced racial segregation in US cities using large-scale GPS data

Athey, S., Ferguson, B., Gentzkow, M., & Schmidt, T. (2021) · Proceedings of the National Academy of Sciences

Urban, Neighborhood, and Segregation StudiesHuman Mobility and Location-Based Analysis

Cited by 124

Delicate Engagement: The Lived Experience of Community College Students Enrolled in High-Risk Online Courses

Bambara, C. S., Harbour, C. P., Davies, T. G., & Athey, S. (2009) · Community College Review

Higher Education Research StudiesOnline and Blended Learning

Cited by 105

Service Quality in the Gig Economy: Empirical Evidence about Driving Quality at Uber

Athey, S., Castillo, J. C., & Chandar, B. (2019) · SSRN Electronic Journal

Digital Economy and Work TransformationSharing Economy and Platforms

Cited by 17

The Allocation of Decision Authority to Human and Artificial Intelligence

Athey, S., Bryan, K., & Gans, J. (2020) · National Bureau of Economic Research

Game Theory and ApplicationsGame Theory and Voting Systems

Cited by 14