Details about Susan Athey

E-mail:
Homepage:	https://people.stanford.edu/athey/
Postal address:	Graduate School of Business 655 Knight Way Stanford University Stanford, CA 94305
Workplace:	National Bureau of Economic Research (NBER), (more information at EDIRC) Graduate School of Business, Stanford University, (more information at EDIRC)

Access statistics for papers by Susan Athey.

Last updated 2024-12-06. Update your information in the RePEc Author Service.

Short-id: pat6

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Working Papers

2024

1. CAREER: A Foundation Model for Labor Sequence Data
   Papers, arXiv.org View citations (1)
2. Data-Driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt
   Research Papers, Stanford University, Graduate School of Business
3. Digital Interventions and Habit Formation in Educational Technology
   Research Papers, Stanford University, Graduate School of Business
   Also in Papers, arXiv.org (2024)
4. Effective and scalable programs to facilitate labor market transitions for women in technology
   Papers, arXiv.org View citations (3)
   Also in Research Papers, Stanford University, Graduate School of Business (2022) View citations (3)
5. Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
   Papers, arXiv.org View citations (9)
6. Estimating Wage Disparities Using Foundation Models
   Papers, arXiv.org
   Also in Research Papers, Stanford University, Graduate School of Business (2024)
7. Federated Offline Policy Learning
   Research Papers, Stanford University, Graduate School of Business
   Also in Papers, arXiv.org (2024)
8. LABOR-LLM: Language-Based Occupational Representations with Large Language Models
   Papers, arXiv.org
   Also in Research Papers, Stanford University, Graduate School of Business (2024)
9. Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal
   Papers, arXiv.org View citations (3)
   Also in Research Papers, Stanford University, Graduate School of Business (2023)
10. Qini Curves for Multi-armed Treatment Rules
    Research Papers, Stanford University, Graduate School of Business
11. Service Quality on Online Platforms: Empirical Evidence about Driving Quality at Uber
    Research Papers, Stanford University, Graduate School of Business
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2024)
12. The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets
    Papers, arXiv.org View citations (1)
    Also in Working Paper Series, IFAU - Institute for Evaluation of Labour Market and Education Policy (2024) View citations (1)
    Research Papers, Stanford University, Graduate School of Business (2023) View citations (2)
13. The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising
    Research Papers, Stanford University, Graduate School of Business
14. The Value of Non-traditional Credentials in the Labor Market
    Research Papers, Stanford University, Graduate School of Business
    Also in Papers, arXiv.org (2024)

2023

15. Battling the Coronavirus 'Infodemic' among Social Media Users in Africa
    Research Papers, Stanford University, Graduate School of Business
16. Counterfactual Inference for Consumer Choice Across Many Product Categories
    Papers, arXiv.org View citations (4)
    See also Journal Article Counterfactual inference for consumer choice across many product categories, Quantitative Marketing and Economics (QME), Springer (2021) View citations (8) (2021)
17. Federated Causal Inference in Heterogeneous Observational Data
    Papers, arXiv.org
    Also in Research Papers, Stanford University, Graduate School of Business (2021) View citations (1)
18. Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles
    Research Papers, Stanford University, Graduate School of Business
19. Optimal Experimental Design for Staggered Rollouts
    Papers, arXiv.org View citations (3)
    Also in Research Papers, Stanford University, Graduate School of Business (2019) View citations (12)
    See also Journal Article Optimal Experimental Design for Staggered Rollouts, Management Science, INFORMS (2024) (2024)
20. Semiparametric Estimation of Treatment Effects in Randomized Experiments
    Papers, arXiv.org View citations (3)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2021) View citations (1)
    Research Papers, Stanford University, Graduate School of Business (2021) View citations (1)
21. Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces
    Papers, arXiv.org
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2022) View citations (3)
    Research Papers, Stanford University, Graduate School of Business (2022) View citations (3)
22. Synthetic Difference In Differences Estimation
    Papers, arXiv.org View citations (12)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2023) View citations (12)
23. Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python
    Research Papers, Stanford University, Graduate School of Business
    Also in Papers, arXiv.org (2023)

2022

24. CAREER: Transfer Learning for Economic Prediction of Labor Sequence Data
    Research Papers, Stanford University, Graduate School of Business
25. Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning
    Papers, arXiv.org View citations (2)
26. Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)
    See also Journal Article Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines, Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences (2023) View citations (1) (2023)
27. Emotion- versus Reasoning-Based Drivers of Misinformation Sharing: A Field Experiment Using Text Message Courses in Kenya
    Research Papers, Stanford University, Graduate School of Business
28. Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (6)
    See also Journal Article Expanding capacity for vaccines against Covid-19 and future pandemics: a review of economic issues, Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited (2022) View citations (5) (2022)
29. Matrix Completion Methods for Causal Panel Data Models
    Papers, arXiv.org View citations (25)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2018) View citations (40)
    See also Journal Article Matrix Completion Methods for Causal Panel Data Models, Journal of the American Statistical Association, Taylor & Francis Journals (2021) View citations (85) (2021)
30. Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial
    Papers, arXiv.org View citations (2)
31. Policy Learning with Adaptively Collected Data
    Papers, arXiv.org View citations (3)
    Also in Research Papers, Stanford University, Graduate School of Business (2021) View citations (1)
    See also Journal Article Policy Learning with Adaptively Collected Data, Management Science, INFORMS (2024) (2024)
32. The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs
    Papers, arXiv.org View citations (6)
33. When Should You Adjust Standard Errors for Clustering?
    Papers, arXiv.org View citations (578)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2017) View citations (738)
    Research Papers, Stanford University, Graduate School of Business (2017) View citations (738)
    See also Journal Article When Should You Adjust Standard Errors for Clustering?, The Quarterly Journal of Economics, President and Fellows of Harvard College (2023) View citations (156) (2023)

2021

34. Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
    Research Papers, Stanford University, Graduate School of Business View citations (2)
35. Estimating Experienced Racial Segregation in U.S. Cities Using Large-Scale GPS Data
    Research Papers, Stanford University, Graduate School of Business View citations (4)
    See also Journal Article Estimating experienced racial segregation in US cities using large-scale GPS data, Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences (2021) View citations (4) (2021)
36. Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries
    Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (79)
    See also Journal Article Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries, EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics (2021) View citations (79) (2021)
37. Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits
    Research Papers, Stanford University, Graduate School of Business View citations (3)
38. Optimal Model Selection in Contextual Bandits with Many Classes via Offline Oracles
    Research Papers, Stanford University, Graduate School of Business View citations (1)
39. Preparing for a Pandemic: Accelerating Vaccine Availability
    Working Papers, Becker Friedman Institute for Research In Economics View citations (9)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2021) View citations (9)
    Research Papers, Stanford University, Graduate School of Business (2021) View citations (6)
    See also Journal Article Preparing for a Pandemic: Accelerating Vaccine Availability, AEA Papers and Proceedings, American Economic Association (2021) View citations (6) (2021)
40. Shared Decision-Making: Can Improved Counseling Increase Willingness to Pay for Modern Contraceptives ?
    Policy Research Working Paper Series, The World Bank View citations (2)
    Also in Discussion Papers, University of Exeter, Department of Economics (2021) View citations (2)
    Research Papers, Stanford University, Graduate School of Business (2021) View citations (3)
41. The Impact of Aggregators on Internet News Consumption
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (9)
42. Uncovering Interpretable Potential Confounders in Electronic Medical Records
    Research Papers, Stanford University, Graduate School of Business
    See also Journal Article Uncovering interpretable potential confounders in electronic medical records, Nature Communications, Nature (2022) View citations (1) (2022)

2020

43. Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
    Papers, arXiv.org View citations (18)
44. Experienced Segregation
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)
45. Local Linear Forests
    Papers, arXiv.org View citations (9)
46. Optimal Policies to Battle the Coronavirus "Infodemic" among Social Media Users in Sub-Saharan Africa: Pre-analysis Plan
    Research Papers, Stanford University, Graduate School of Business View citations (1)
47. Policy Learning with Observational Data
    Papers, arXiv.org View citations (23)
    See also Journal Article Policy Learning With Observational Data, Econometrica, Econometric Society (2021) View citations (99) (2021)
48. Survey Bandits with Regret Guarantees
    Papers, arXiv.org View citations (2)
49. The Allocation of Decision Authority to Human and Artificial Intelligence
    Research Papers, Stanford University, Graduate School of Business View citations (15)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2020) View citations (14)
    See also Journal Article The Allocation of Decision Authority to Human and Artificial Intelligence, AEA Papers and Proceedings, American Economic Association (2020) View citations (14) (2020)
50. Tractable Contextual Bandits beyond Realizability
    Research Papers, Stanford University, Graduate School of Business
51. Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
    Papers, arXiv.org View citations (2)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) View citations (15)
    See also Journal Article Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations, Journal of Econometrics, Elsevier (2024) (2024)

2019

52. Ensemble Methods for Causal Effects in Panel Data Settings
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (28)
    Also in Papers, arXiv.org (2019) View citations (27)
    See also Journal Article Ensemble Methods for Causal Effects in Panel Data Settings, AEA Papers and Proceedings, American Economic Association (2019) View citations (27) (2019)
53. Machine Learning Methods Economists Should Know About
    Research Papers, Stanford University, Graduate School of Business View citations (311)
    Also in Papers, arXiv.org (2019) View citations (309)
54. SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements
    Papers, arXiv.org View citations (3)
55. Sampling-based vs. Design-based Uncertainty in Regression Analysis
    Papers, arXiv.org View citations (6)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) View citations (14)
56. Synthetic Difference In Differences
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (42)
    Also in Working Papers, CEMFI (2019) View citations (35)
    See also Journal Article Synthetic Difference-in-Differences, American Economic Review, American Economic Association (2021) View citations (184) (2021)
57. The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (39)

2018

58. Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions
    Papers, arXiv.org View citations (73)
    See also Journal Article Approximate residual balancing: debiased inference of average treatment effects in high dimensions, Journal of the Royal Statistical Society Series B, Royal Statistical Society (2018) View citations (87) (2018)
59. Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
    Papers, arXiv.org View citations (135)
    Also in Research Papers, Stanford University, Graduate School of Business (2018) View citations (143)
    NBER Working Papers, National Bureau of Economic Research, Inc (2018) View citations (127)
    See also Journal Article Design-based analysis in Difference-In-Differences settings with staggered adoption, Journal of Econometrics, Elsevier (2022) View citations (128) (2022)
60. Economists (and Economics) in Tech Companies
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
    Also in Harvard Business School Working Papers, Harvard Business School (2018) View citations (2)
    Research Papers, Stanford University, Graduate School of Business (2018) View citations (2)
    See also Journal Article Economists (and Economics) in Tech Companies, Journal of Economic Perspectives, American Economic Association (2019) View citations (22) (2019)
61. Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
    Papers, arXiv.org View citations (17)
    See also Journal Article Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data, AEA Papers and Proceedings, American Economic Association (2018) View citations (16) (2018)
62. Estimation Considerations in Contextual Bandits
    Research Papers, Stanford University, Graduate School of Business View citations (2)
    Also in Papers, arXiv.org (2018) View citations (2)
63. Generalized Random Forests
    Papers, arXiv.org View citations (35)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) View citations (11)
64. Offline Multi-Action Policy Learning: Generalization and Optimization
    Papers, arXiv.org View citations (35)
    Also in Research Papers, Stanford University, Graduate School of Business (2018) View citations (35)
    See also Journal Article Offline Multi-Action Policy Learning: Generalization and Optimization, Operations Research, INFORMS (2023) (2023)
65. Stable Predictions across Unknown Environments
    Research Papers, Stanford University, Graduate School of Business View citations (3)

2017

66. Efficient Policy Learning
    Research Papers, Stanford University, Graduate School of Business View citations (40)
67. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    Papers, arXiv.org View citations (36)
    See also Journal Article Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges, American Economic Review, American Economic Association (2017) View citations (36) (2017)
68. Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
    Research Papers, Stanford University, Graduate School of Business View citations (47)
    See also Journal Article Estimation and Inference of Heterogeneous Treatment Effects using Random Forests, Journal of the American Statistical Association, Taylor & Francis Journals (2018) View citations (522) (2018)
69. Structured Embedding Models for Grouped Data
    Research Papers, Stanford University, Graduate School of Business View citations (3)
70. The Digital Privacy Paradox: Small Money, Small Costs, Small Talk
    Research Papers, Stanford University, Graduate School of Business View citations (74)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2017) View citations (76)

2016

71. A Theory of Community Formation and Social Hierarchy
    CSEF Working Papers, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy
    Also in Research Papers, Stanford University, Graduate School of Business (2016)
72. Bitcoin Pricing, Adoption, and Usage: Theory and Evidence
    Research Papers, Stanford University, Graduate School of Business View citations (89)
73. Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
    Research Papers, Stanford University, Graduate School of Business View citations (11)
74. Solving Heterogeneous Estimating Equations with Gradient Forests
    Research Papers, Stanford University, Graduate School of Business View citations (1)
75. The Econometrics of Randomized Experiments
    Papers, arXiv.org View citations (32)
76. The Impact of Consumer Multi-homing on Advertising Markets and Media Competition
    Research Papers, Stanford University, Graduate School of Business View citations (15)
    Also in CSEF Working Papers, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy (2016) View citations (22)
77. The State of Applied Econometrics - Causality and Policy Evaluation
    Papers, arXiv.org View citations (29)
    See also Journal Article The State of Applied Econometrics: Causality and Policy Evaluation, Journal of Economic Perspectives, American Economic Association (2017) View citations (470) (2017)

2015

78. Exact P-Values for Network Interference
    Research Papers, Stanford University, Graduate School of Business View citations (24)
    Also in Research Papers, Stanford University, Graduate School of Business (2015) View citations (3)
    NBER Working Papers, National Bureau of Economic Research, Inc (2015) View citations (20)
    See also Journal Article Exact p-Values for Network Interference, Journal of the American Statistical Association, Taylor & Francis Journals (2018) View citations (57) (2018)
79. Machine Learning for Estimating Heterogeneous Causal Effects
    Research Papers, Stanford University, Graduate School of Business View citations (46)
80. Recursive Partitioning for Heterogeneous Causal Effects
    Papers, arXiv.org View citations (6)

2014

81. Finite Population Causal Standard Errors
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (35)

2013

82. The Impact of the Internet on Advertising Markets for News Media
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (81)
83. The Nature and Incidence of Software Piracy: Evidence from Windows
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
    See also Chapter The Nature and Incidence of Software Piracy: Evidence from Windows, NBER Chapters, National Bureau of Economic Research, Inc (2015) View citations (5) (2015)

2011

84. Set-Asides and Subsidies in Auctions
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (9)
    Also in 2007 Meeting Papers, Society for Economic Dynamics (2007)
    Discussion Papers, Stanford Institute for Economic Policy Research (2011) View citations (16)
    See also Journal Article Set-Asides and Subsidies in Auctions, American Economic Journal: Microeconomics, American Economic Association (2013) View citations (68) (2013)

2010

85. Dynamic Games and Contracts: Insights from a Decade of Research, and Recent Directions
    Annual Meeting Plenary, Society for Economic Dynamics
86. Dynamics of Open Source Movements
    CESifo Working Paper Series, CESifo View citations (3)
    See also Journal Article Dynamics of Open Source Movements, Journal of Economics & Management Strategy, Wiley Blackwell (2014) View citations (20) (2014)

2009

87. Position Auctions with Consumer Search
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)
    Also in Levine's Bibliography, UCLA Department of Economics (2007) View citations (22)
    See also Journal Article Position Auctions with Consumer Search, The Quarterly Journal of Economics, President and Fellows of Harvard College (2011) View citations (148) (2011)

2008

88. Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions
    Discussion Papers, Stanford Institute for Economic Policy Research View citations (10)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2008) View citations (12)
    See also Journal Article Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions, The Quarterly Journal of Economics, President and Fellows of Harvard College (2011) View citations (168) (2011)

2007

89. An Efficient Dynamic Mechanism
    Levine's Bibliography, UCLA Department of Economics View citations (31)
    See also Journal Article An Efficient Dynamic Mechanism, Econometrica, Econometric Society (2013) View citations (76) (2013)
90. Collusion with Persistent Cost Shocks
    Levine's Bibliography, UCLA Department of Economics View citations (9)
    Also in Levine's Bibliography, UCLA Department of Economics (2004) View citations (10)
    See also Journal Article Collusion With Persistent Cost Shocks, Econometrica, Econometric Society (2008) View citations (81) (2008)
91. Designing Efficient Mechanisms for Dynamic Bilateral Trading Games
    Levine's Bibliography, UCLA Department of Economics View citations (15)
    See also Journal Article Designing Efficient Mechanisms for Dynamic Bilateral Trading Games, American Economic Review, American Economic Association (2007) View citations (14) (2007)

2006

92. Discrete Choice Models with Multiple Unobserved Choice Characteristics
    Levine's Bibliography, UCLA Department of Economics
    See also Journal Article DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2007) View citations (22) (2007)
93. Efficiency in Repeated Trade with Hidden Valuations
    Levine's Bibliography, UCLA Department of Economics View citations (1)
    See also Journal Article Efficiency in repeated trade with hidden valuations, Theoretical Economics, Econometric Society (2007) View citations (17) (2007)
94. Empirical Models of Auctions
    Levine's Bibliography, UCLA Department of Economics View citations (30)
    Also in Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2006) View citations (26)
    NBER Working Papers, National Bureau of Economic Research, Inc (2006) View citations (28)

2005

95. Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions
    Theory workshop papers, UCLA Department of Economics View citations (6)
    Also in Levine's Bibliography, UCLA Department of Economics (2004) View citations (38)
    Working Papers, Fondazione Eni Enrico Mattei (2004) View citations (26)

2004

96. The optimal degree of discretion in monetary policy
    International Finance Discussion Papers, Board of Governors of the Federal Reserve System (U.S.) View citations (3)
    Also in Working Paper Series, European Central Bank (2004) View citations (1)
    NBER Working Papers, National Bureau of Economic Research, Inc (2003) View citations (6)
    Working Papers, Federal Reserve Bank of Minneapolis (2002) View citations (1)
    Staff Report, Federal Reserve Bank of Minneapolis (2004) View citations (1)
    See also Journal Article The Optimal Degree of Discretion in Monetary Policy, Econometrica, Econometric Society (2005) View citations (116) (2005)

2003

97. Identification and Inference in Nonlinear Difference-in-Differences Models
    Levine's Working Paper Archive, David K. Levine View citations (2)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002) View citations (24)
    See also Journal Article Identification and Inference in Nonlinear Difference-in-Differences Models, Econometrica, Econometric Society (2006) View citations (524) (2006)

2002

98. Monotone Comparative Statics Under Uncertainty
    Scholarly Articles, Harvard University Department of Economics View citations (222)
    See also Journal Article Monotone Comparative Statics under Uncertainty, The Quarterly Journal of Economics, President and Fellows of Harvard College (2002) View citations (228) (2002)

2001

99. Information and Competition in U.S. Forest Service Timber Auctions
    Scholarly Articles, Harvard University Department of Economics View citations (75)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1999) View citations (2)
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1999) View citations (12)
    See also Journal Article Information and Competition in U.S. Forest Service Timber Auctions, Journal of Political Economy, University of Chicago Press (2001) View citations (92) (2001)
100. On the optimality of transparent monetary policy
     Working Papers, Federal Reserve Bank of Minneapolis View citations (2)
101. The Value of Information in Monotone Decision Problems
     Working Papers, Stanford University, Department of Economics View citations (47)
     Also in Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1998) View citations (18)
     See also Journal Article The value of information in monotone decision problems, Research in Economics, Elsevier (2018) View citations (16) (2018)

2000

102. Identification of standard auction models
     Working papers, Wisconsin Madison - Social Systems View citations (59)
     See also Journal Article Identification of Standard Auction Models, Econometrica, Econometric Society (2002) View citations (178) (2002)
103. Innovation and the Emergence of Market Dominance
     Econometric Society World Congress 2000 Contributed Papers, Econometric Society
     Also in SOI - Working Papers, Socioeconomic Institute - University of Zurich (1999) View citations (5)
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1999) View citations (6)
104. The Impact of Information Technology on Emergency Health Care Outcomes
     NBER Working Papers, National Bureau of Economic Research, Inc View citations (14)
     See also Journal Article The Impact of Information Technology on Emergency Health Care Outcomes, RAND Journal of Economics, The RAND Corporation (2002) View citations (76) (2002)

1999

105. Optimal Collusion with Private Information
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (58)
     See also Journal Article Optimal Collusion with Private Information, RAND Journal of Economics, The RAND Corporation (2001) View citations (236) (2001)

1998

106. An Empirical Framework for Testing Theories About Complimentarity in Organizational Design
     NBER Working Papers, National Bureau of Economic Research, Inc View citations (179)
107. An empirical framework for testing theories about complementarity in orgaziational design
     Working papers, Massachusetts Institute of Technology (MIT), Sloan School of Management View citations (182)
108. Collusion and Price Rigidity
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (69)
     See also Journal Article Collusion and Price Rigidity, The Review of Economic Studies, Review of Economic Studies Ltd (2004) View citations (181) (2004)
109. Mentoring and Diversity
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (4)
     Also in NBER Working Papers, National Bureau of Economic Research, Inc (1998) View citations (20)
     See also Journal Article Mentoring and Diversity, American Economic Review, American Economic Association (2000) View citations (89) (2000)
110. The Adoption and Impact of Advanced Emergency Response Services
     NBER Working Papers, National Bureau of Economic Research, Inc View citations (6)
     Also in Working papers, Massachusetts Institute of Technology (MIT), Sloan School of Management (1998) View citations (3)
     See also Chapter The Adoption and Impact of Advanced Emergency Response Services, NBER Chapters, National Bureau of Economic Research, Inc (2000) View citations (3) (2000)

1997

111. Sigle Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (1)
     See also Journal Article Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information, Econometrica, Econometric Society (2001) View citations (350) (2001)

1996

112. Characterizing Properties of Stochastic Objective Functions
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (14)
113. Comparative Statics under Uncertainty: Single Crossing Properties and Log-Supermodularity
     Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (22)

Journal Articles

2024

1. Battling the coronavirus ‘infodemic’ among social media users in Kenya and Nigeria
   Nature Human Behaviour, 2024, 8, (5), 823-834
2. Optimal Experimental Design for Staggered Rollouts
   Management Science, 2024, 70, (8), 5317-5336
   See also Working Paper Optimal Experimental Design for Staggered Rollouts, Papers (2023) View citations (3) (2023)
3. Policy Learning with Adaptively Collected Data
   Management Science, 2024, 70, (8), 5270-5297
   See also Working Paper Policy Learning with Adaptively Collected Data, Papers (2022) View citations (3) (2022)
4. Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations
   Journal of Econometrics, 2024, 240, (2)
   See also Working Paper Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations, Papers (2020) View citations (2) (2020)

2023

5. Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines
   Proceedings of the National Academy of Sciences, 2023, 120, (5), e2208110120 View citations (1)
   See also Working Paper Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to COVID Vaccines, NBER Working Papers (2022) View citations (3) (2022)
6. Offline Multi-Action Policy Learning: Generalization and Optimization
   Operations Research, 2023, 71, (1), 148-183
   See also Working Paper Offline Multi-Action Policy Learning: Generalization and Optimization, Papers (2018) View citations (35) (2018)
7. President's Foreword
   AEA Papers and Proceedings, 2023, 113, xi-
8. The Year in Review: Economics at the Antitrust Division, 2022–2023
   Review of Industrial Organization, 2023, 63, (4), 525-544 View citations (1)
9. When Should You Adjust Standard Errors for Clustering?
   The Quarterly Journal of Economics, 2023, 138, (1), 1-35 View citations (156)
   See also Working Paper When Should You Adjust Standard Errors for Clustering?, Papers (2022) View citations (578) (2022)

2022

10. Design-based analysis in Difference-In-Differences settings with staggered adoption
    Journal of Econometrics, 2022, 226, (1), 62-79 View citations (128)
    See also Working Paper Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption, Papers (2018) View citations (135) (2018)
11. Expanding capacity for vaccines against Covid-19 and future pandemics: a review of economic issues
    Oxford Review of Economic Policy, 2022, 38, (4), 742-770 View citations (5)
    See also Working Paper Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues, NBER Working Papers (2022) View citations (6) (2022)
12. The Year in Review: Economics at the Antitrust Division 2021–2022
    Review of Industrial Organization, 2022, 61, (4), 439-447
13. Uncovering interpretable potential confounders in electronic medical records
    Nature Communications, 2022, 13, (1), 1-14 View citations (1)
    See also Working Paper Uncovering Interpretable Potential Confounders in Electronic Medical Records, Research Papers (2021) (2021)

2021

14. Correction to: Counterfactual inference for consumer choice across many product categories
    Quantitative Marketing and Economics (QME), 2021, 19, (3), 409-409 View citations (8)
15. Counterfactual inference for consumer choice across many product categories
    Quantitative Marketing and Economics (QME), 2021, 19, (3), 369-407 View citations (8)
    See also Working Paper Counterfactual Inference for Consumer Choice Across Many Product Categories, Papers (2023) View citations (4) (2023)
16. Estimating experienced racial segregation in US cities using large-scale GPS data
    Proceedings of the National Academy of Sciences, 2021, 118, (46), e2026160118 View citations (4)
    See also Working Paper Estimating Experienced Racial Segregation in U.S. Cities Using Large-Scale GPS Data, Research Papers (2021) View citations (4) (2021)
17. Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries
    EconStor Open Access Articles and Book Chapters, 2021, 7, (6), - View citations (79)
    See also Working Paper Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries, Department of Economics, Working Paper Series (2021) View citations (79) (2021)
18. Integrating explanation and prediction in computational social science
    Nature, 2021, 595, (7866), 181-188 View citations (22)
19. Matrix Completion Methods for Causal Panel Data Models
    Journal of the American Statistical Association, 2021, 116, (536), 1716-1730 View citations (85)
    See also Working Paper Matrix Completion Methods for Causal Panel Data Models, Papers (2022) View citations (25) (2022)
20. Policy Learning With Observational Data
    Econometrica, 2021, 89, (1), 133-161 View citations (99)
    See also Working Paper Policy Learning with Observational Data, Papers (2020) View citations (23) (2020)
21. Preparing for a Pandemic: Accelerating Vaccine Availability
    AEA Papers and Proceedings, 2021, 111, 331-35 View citations (6)
    See also Working Paper Preparing for a Pandemic: Accelerating Vaccine Availability, Working Papers (2021) View citations (9) (2021)
22. Synthetic Difference-in-Differences
    American Economic Review, 2021, 111, (12), 4088-4118 View citations (184)
    See also Working Paper Synthetic Difference In Differences, NBER Working Papers (2019) View citations (42) (2019)

2020

23. Peaches, lemons, and cookies: Designing auction markets with dispersed information
    Games and Economic Behavior, 2020, 124, (C), 454-477 View citations (4)
24. Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
    Econometrica, 2020, 88, (1), 265-296 View citations (95)
25. The Allocation of Decision Authority to Human and Artificial Intelligence
    AEA Papers and Proceedings, 2020, 110, 80-84 View citations (14)
    See also Working Paper The Allocation of Decision Authority to Human and Artificial Intelligence, Research Papers (2020) View citations (15) (2020)

2019

26. Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei
    Journal of the American Statistical Association, 2019, 114, (528), 1602-1604
27. Economists (and Economics) in Tech Companies
    Journal of Economic Perspectives, 2019, 33, (1), 209-30 View citations (22)
    See also Working Paper Economists (and Economics) in Tech Companies, NBER Working Papers (2018) View citations (2) (2018)
28. Ensemble Methods for Causal Effects in Panel Data Settings
    AEA Papers and Proceedings, 2019, 109, 65-70 View citations (27)
    See also Working Paper Ensemble Methods for Causal Effects in Panel Data Settings, NBER Working Papers (2019) View citations (28) (2019)
29. Machine Learning Methods That Economists Should Know About
    Annual Review of Economics, 2019, 11, (1), 685-725 View citations (345)

2018

30. Approximate residual balancing: debiased inference of average treatment effects in high dimensions
    Journal of the Royal Statistical Society Series B, 2018, 80, (4), 597-623 View citations (87)
    See also Working Paper Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions, Papers (2018) View citations (73) (2018)
31. Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
    AEA Papers and Proceedings, 2018, 108, 64-67 View citations (16)
    See also Working Paper Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data, Papers (2018) View citations (17) (2018)
32. Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
    Journal of the American Statistical Association, 2018, 113, (523), 1228-1242 View citations (522)
    See also Working Paper Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests, Research Papers (2017) View citations (47) (2017)
33. Exact p-Values for Network Interference
    Journal of the American Statistical Association, 2018, 113, (521), 230-240 View citations (57)
    See also Working Paper Exact P-Values for Network Interference, Research Papers (2015) View citations (24) (2015)
34. The value of information in monotone decision problems
    Research in Economics, 2018, 72, (1), 101-116 View citations (16)
    See also Working Paper The Value of Information in Monotone Decision Problems, Working Papers (2001) View citations (47) (2001)

2017

35. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    American Economic Review, 2017, 107, (5), 278-81 View citations (36)
    See also Working Paper Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges, Papers (2017) View citations (36) (2017)
36. The State of Applied Econometrics: Causality and Policy Evaluation
    Journal of Economic Perspectives, 2017, 31, (2), 3-32 View citations (470)
    See also Working Paper The State of Applied Econometrics - Causality and Policy Evaluation, Papers (2016) View citations (29) (2016)
37. Yuliy Sannikov: Winner of the 2016 Clark Medal
    Journal of Economic Perspectives, 2017, 31, (2), 237-56 View citations (1)

2015

38. A Measure of Robustness to Misspecification
    American Economic Review, 2015, 105, (5), 476-80 View citations (22)

2014

39. Dynamics of Open Source Movements
    Journal of Economics & Management Strategy, 2014, 23, (2), 294-316 View citations (20)
    See also Working Paper Dynamics of Open Source Movements, CESifo Working Paper Series (2010) View citations (3) (2010)

2013

40. An Efficient Dynamic Mechanism
    Econometrica, 2013, 81, (6), 2463-2485 View citations (76)
    See also Working Paper An Efficient Dynamic Mechanism, Levine's Bibliography (2007) View citations (31) (2007)
41. Set-Asides and Subsidies in Auctions
    American Economic Journal: Microeconomics, 2013, 5, (1), 1-27 View citations (68)
    See also Working Paper Set-Asides and Subsidies in Auctions, NBER Working Papers (2011) View citations (9) (2011)

2011

42. Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions
    The Quarterly Journal of Economics, 2011, 126, (1), 207-257 View citations (168)
    See also Working Paper Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions, Discussion Papers (2008) View citations (10) (2008)
43. Position Auctions with Consumer Search
    The Quarterly Journal of Economics, 2011, 126, (3), 1213-1270 View citations (148)
    See also Working Paper Position Auctions with Consumer Search, NBER Working Papers (2009) View citations (7) (2009)

2010

44. The Impact of Targeting Technology on Advertising Markets and Media Competition
    American Economic Review, 2010, 100, (2), 608-13 View citations (67)

2009

45. Skewed Bidding in Pay-per-Action Auctions for Online Advertising
    American Economic Review, 2009, 99, (2), 441-47 View citations (30)

2008

46. Collusion With Persistent Cost Shocks
    Econometrica, 2008, 76, (3), 493-540 View citations (81)
    See also Working Paper Collusion with Persistent Cost Shocks, Levine's Bibliography (2007) View citations (9) (2007)

2007

47. DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS
    International Economic Review, 2007, 48, (4), 1159-1192 View citations (22)
    See also Working Paper Discrete Choice Models with Multiple Unobserved Choice Characteristics, Levine's Bibliography (2006) (2006)
48. Designing Efficient Mechanisms for Dynamic Bilateral Trading Games
    American Economic Review, 2007, 97, (2), 131-136 View citations (14)
    See also Working Paper Designing Efficient Mechanisms for Dynamic Bilateral Trading Games, Levine's Bibliography (2007) View citations (15) (2007)
49. Efficiency in repeated trade with hidden valuations
    Theoretical Economics, 2007, 2, (3) View citations (17)
    See also Working Paper Efficiency in Repeated Trade with Hidden Valuations, Levine's Bibliography (2006) View citations (1) (2006)
50. What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes
    American Economic Review, 2007, 97, (2), 512-520 View citations (23)

2006

51. Identification and Inference in Nonlinear Difference-in-Differences Models
    Econometrica, 2006, 74, (2), 431-497 View citations (524)
    See also Working Paper Identification and Inference in Nonlinear Difference-in-Differences Models, Levine's Working Paper Archive (2003) View citations (2) (2003)

2005

52. The Optimal Degree of Discretion in Monetary Policy
    Econometrica, 2005, 73, (5), 1431-1475 View citations (116)
    See also Working Paper The optimal degree of discretion in monetary policy, International Finance Discussion Papers (2004) View citations (3) (2004)

2004

53. Collusion and Price Rigidity
    The Review of Economic Studies, 2004, 71, (2), 317-349 View citations (181)
    See also Working Paper Collusion and Price Rigidity, Working papers (1998) View citations (69) (1998)

2003

54. The optimal degree of monetary policy discretion
    Proceedings, 2003 View citations (34)

2002

55. Identification of Standard Auction Models
    Econometrica, 2002, 70, (6), 2107-2140 View citations (178)
    See also Working Paper Identification of standard auction models, Working papers (2000) View citations (59) (2000)
56. Monotone Comparative Statics under Uncertainty
    The Quarterly Journal of Economics, 2002, 117, (1), 187-223 View citations (228)
    See also Working Paper Monotone Comparative Statics Under Uncertainty, Scholarly Articles (2002) View citations (222) (2002)
57. The Impact of Information Technology on Emergency Health Care Outcomes
    RAND Journal of Economics, 2002, 33, (3), 399-432 View citations (76)
    See also Working Paper The Impact of Information Technology on Emergency Health Care Outcomes, NBER Working Papers (2000) View citations (14) (2000)

2001

58. Information and Competition in U.S. Forest Service Timber Auctions
    Journal of Political Economy, 2001, 109, (2), 375-417 View citations (92)
    See also Working Paper Information and Competition in U.S. Forest Service Timber Auctions, Scholarly Articles (2001) View citations (75) (2001)
59. Investment and Market Dominance
    RAND Journal of Economics, 2001, 32, (1), 1-26 View citations (121)
60. Optimal Collusion with Private Information
    RAND Journal of Economics, 2001, 32, (3), 428-65 View citations (236)
    See also Working Paper Optimal Collusion with Private Information, Working papers (1999) View citations (58) (1999)
61. Organizational Design: Decision Rights and Incentive Contracts
    American Economic Review, 2001, 91, (2), 200-205 View citations (72)
62. Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information
    Econometrica, 2001, 69, (4), 861-89 View citations (350)
    See also Working Paper Sigle Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information, Working papers (1997) View citations (1) (1997)

2000

63. Mentoring and Diversity
    American Economic Review, 2000, 90, (4), 765-786 View citations (89)
    See also Working Paper Mentoring and Diversity, Working papers (1998) View citations (4) (1998)

1995

64. Product and Process Flexibility in an Innovative Environment
    RAND Journal of Economics, 1995, 26, (4), 557-574 View citations (102)

Chapters

2018

1. The Impact of Machine Learning on Economics
   A chapter in The Economics of Artificial Intelligence: An Agenda, 2018, pp 507-547 View citations (139)

2015

2. The Nature and Incidence of Software Piracy: Evidence from Windows
   A chapter in Economic Analysis of the Digital Economy, 2015, pp 443-477 View citations (5)
   See also Working Paper The Nature and Incidence of Software Piracy: Evidence from Windows, National Bureau of Economic Research, Inc (2013) View citations (2) (2013)

2007

3. Nonparametric Approaches to Auctions
   Chapter 60 in Handbook of Econometrics, 2007, vol. 6A View citations (142)

2000

4. The Adoption and Impact of Advanced Emergency Response Services
   A chapter in The Changing Hospital Industry: Comparing Not-for-Profit and For-Profit Institutions, 2000, pp 113-168 View citations (3)
   See also Working Paper The Adoption and Impact of Advanced Emergency Response Services, National Bureau of Economic Research, Inc (1998) View citations (6) (1998)