Susan Athey
#6,600
Most Influential Person Now
American economist
Susan Athey's AcademicInfluence.com Rankings
Susan Atheyeconomics Degrees
Economics
#285
World Rank
#365
Historical Rank
#191
USA Rank
Microeconomics
#34
World Rank
#36
Historical Rank
#24
USA Rank
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Economics
Susan Athey's Degrees
- PhD Economics Stanford University
- Bachelors Economics Duke University
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Why Is Susan Athey Influential?
(Suggest an Edit or Addition)According to Wikipedia, Susan Carleton Athey is an American economist. She is the Economics of Technology Professor in the School of Humanities and Sciences at the Stanford Graduate School of Business. Prior to joining Stanford, she has been a professor at Harvard University and the Massachusetts Institute of Technology. She is the first female winner of the John Bates Clark Medal. She served as the consulting chief economist for Microsoft for six years and was a consulting researcher to Microsoft Research. She is currently on the boards of Expedia, Lending Club, Rover, Turo, Ripple, and non-profit Innovations for Poverty Action. She also serves as the senior fellow at Stanford Institute for Economic Policy Research. She is an associate director for the Stanford Institute for Human-Centered Artificial Intelligence and the director of Golub Capital Social Impact Lab.
Susan Athey's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Estimation and Inference of Heterogeneous Treatment Effects using Random Forests (2015) (1672)
- Recursive partitioning for heterogeneous causal effects (2015) (1021)
- When Should You Adjust Standard Errors for Clustering? (2017) (1005)
- Generalized random forests (2016) (868)
- The State of Applied Econometrics - Causality and Policy Evaluation (2016) (775)
- Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information (1997) (653)
- An Empirical Framework for Testing Theories About Complimentarity in Organizational Design (1998) (565)
- Position Auctions with Consumer Search (2007) (446)
- Optimal Collusion with Private Information (1999) (427)
- Monotone Comparative Statics under Uncertainty (2002) (426)
- Identification of Standard Auction Models (2000) (420)
- Collusion and Price Rigidity (1998) (383)
- Machine Learning Methods That Economists Should Know About (2019) (379)
- Beyond prediction: Using big data for policy problems (2017) (373)
- The Econometrics of Randomized Experiments (2016) (363)
- Design-Based Analysis in Difference-in-Differences Settings with Staggered Adoption (2018) (352)
- Approximate residual balancing: debiased inference of average treatment effects in high dimensions (2016) (325)
- The Impact of Machine Learning on Economics (2018) (325)
- Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions (2008) (312)
- Nonparametric Approaches to Auctions (2007) (284)
- An Efficient Dynamic Mechanism (2013) (284)
- Information and Competition in U.S. Forest Service Timber Auctions (1999) (272)
- Matrix Completion Methods for Causal Panel Data Models (2017) (270)
- Mentoring and Diversity (1997) (250)
- The Impact of Information Technology on Emergency Health Care Outcomes (2000) (234)
- Product and Process Flexibility in an Innovative Environment (1995) (233)
- Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries (2021) (218)
- Bitcoin Pricing, Adoption, and Usage: Theory and Evidence (2016) (218)
- Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions (2004) (215)
- Machine Learning Methods for Estimating Heterogeneous Causal Effects∗ (2015) (207)
- Investment and Market Dominance (2001) (200)
- The Optimal Degree of Discretion in Monetary Policy (2003) (193)
- Policy Learning With Observational Data (2017) (192)
- Estimating Treatment Effects with Causal Forests: An Application (2019) (191)
- Collusion With Persistent Cost Shocks (2008) (187)
- The Value of Information in Monotone Decision Problems (1998) (186)
- Exact p-Values for Network Interference (2015) (184)
- Efficient Policy Learning (2017) (175)
- Organizational Design: Decision Rights and Incentive Contracts (2001) (169)
- WORKING PAPER SERIES BETTER LATE THAN NOTHING : SOME COMMENTS ON DEATON ( 2009 ) AND HECKMAN AND URZUA (162)
- The Digital Privacy Paradox: Small Money, Small Costs, Small Talk (2017) (160)
- Synthetic Difference in Differences (2018) (157)
- A Structural Model of Sponsored Search Advertising Auctions (2011) (152)
- Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis (2017) (152)
- Computational social science: Obstacles and opportunities (2020) (141)
- Set-Asides and Subsidies in Auctions (2011) (134)
- The Impact of Targeting Technology on Advertising Markets and Media Competition (2010) (114)
- Stable Prediction across Unknown Environments (2018) (101)
- The Impact of Consumer Multi-Homing on Advertising Markets and Media Competition (2016) (101)
- Offline Multi-Action Policy Learning: Generalization and Optimization (2018) (95)
- Machine Learning and Causal Inference for Policy Evaluation (2015) (92)
- Peaches, lemons, and cookies: designing auction markets with dispersed information (2013) (92)
- Preventing cytokine storm syndrome in COVID-19 using α-1 adrenergic receptor antagonists. (2020) (86)
- Characterizing Properties of Stochastic Objective Functions (1998) (84)
- Confidence intervals for policy evaluation in adaptive experiments (2019) (81)
- Integrating explanation and prediction in computational social science (2021) (81)
- Market design to accelerate COVID-19 vaccine supply (2021) (81)
- Delicate Engagement (2009) (80)
- An Evaluation of Research Productivity in Academic IT (2000) (74)
- The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely (2019) (72)
- Empirical Models of Auctions (2006) (69)
- Dynamics of Open Source Movements (2010) (68)
- Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges (2017) (67)
- Finite Population Causal Standard Errors (2014) (66)
- The Impact of News Aggregators on Internet News Consumption: The Case of Localization (2012) (65)
- SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements (2017) (64)
- Local Linear Forests (2018) (63)
- Synthetic Difference-in-Differences (2021) (61)
- Estimation Considerations in Contextual Bandits (2017) (60)
- Chapter 60 Nonparametric Approaches to Auctions (2007) (60)
- Comparative Statics Under Uncertainty: Single Crossing Properties and Log-Supermodularity (1998) (58)
- Stable Prediction with Model Misspecification and Agnostic Distribution Shift (2020) (58)
- Upgrades, Trade-ins, and Buy-backs (1997) (58)
- The Impact of Aggregators on Internet News Consumption (2017) (57)
- A Measure of Robustness to Misspecification (2015) (56)
- Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data (2018) (54)
- What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes (2007) (53)
- Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations (2019) (53)
- A comparison of experts' and high tech students' ethical beliefs in computer-related situations (1993) (52)
- Discrete Choice Models with Multiple Unobserved Choice Characteristics (2007) (51)
- Machine Learning Methods for Estimating Heterogeneous Causal Eects (2015) (48)
- Balanced Linear Contextual Bandits (2018) (45)
- Efficiency in repeated trade with hidden valuations (2007) (45)
- Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index (2016) (44)
- Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing (2016) (44)
- Economists (and Economics) in Tech Companies (2018) (43)
- Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes (2020) (40)
- The optimal degree of monetary policy discretion (2003) (40)
- Identi cation and Inference in Nonlinear Di ¤ erence-InDi ¤ erences Models (2006) (38)
- Stable learning establishes some common ground between causal inference and machine learning (2022) (37)
- Skewed Bidding in Pay-per-Action Auctions for Online Advertising (2009) (37)
- An E ¢ cient Dynamic Mechanism (2005) (35)
- Structured Embedding Models for Grouped Data (2017) (34)
- Experienced Segregation (2020) (32)
- Designing Efficient Mechanisms for Dynamic Bilateral Trading Games (2007) (32)
- Ensemble Methods for Causal Effects in Panel Data Settings (2019) (31)
- Information Dispersion and Auction Prices (2005) (30)
- Preparing for a Pandemic: Accelerating Vaccine Availability (2021) (30)
- Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits (2021) (30)
- Machine Learning for Estimating Heterogeneous Causal Effects (2015) (28)
- The Allocation of Decision Authority to Human and Artificial Intelligence (2020) (27)
- Solving Heterogeneous Estimating Equations with Gradient Forests (2016) (23)
- Learning in Games with Lossy Feedback (2018) (22)
- policytree: Policy learning via doubly robust empirical welfare maximization over trees (2020) (21)
- Correction to: Counterfactual inference for consumer choice across many product categories (2019) (20)
- Alpha-1 adrenergic receptor antagonists for preventing acute respiratory distress syndrome and death from cytokine storm syndrome. (2020) (18)
- Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection (2020) (18)
- The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality from COVID-19 (2020) (17)
- Targeting the catecholamine-cytokine axis to prevent SARS-CoV-2 cytokine storm syndrome (2020) (17)
- A Theory of Community Formation and Social Hierarchy (2016) (17)
- Policy Learning with Adaptively Collected Data (2021) (16)
- Optimal Experimental Design for Staggered Rollouts (2019) (16)
- Adapting to misspecification in contextual bandits with offline regression oracles (2021) (15)
- The Adoption and Impact of Advanced Emergency Response Services (1998) (13)
- The Nature and Incidence of Software Piracy: Evidence from Windows (2013) (12)
- Investment and information value for a risk averse firm (2000) (12)
- Estimating experienced racial segregation in US cities using large-scale GPS data (2021) (12)
- Context Selection for Embedding Models (2017) (12)
- Comments of 71 Concerned Economists: Using Procurement Auctions to Allocate Broadband Stimulus Grants (2009) (12)
- Federated Causal Inference in Heterogeneous Observational Data (2021) (11)
- The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality From COVID-19 (2021) (11)
- On the optimality of transparent monetary policy (2001) (11)
- ! ! Using ! Prediction ! Markets ! to ! Track ! Information ! Flows : ! ! Evidence ! from ! Google 1 ! (11)
- Sufficient Representations for Categorical Variables (2019) (10)
- U.S. FOREST SERVICE TIMBER AUCTIONS* (1998) (9)
- The Master Teacher Initiative: A Framework for Faculty Development (2007) (9)
- Auction-Based Timber Pricing and Complementary Market Reforms in British Columbia (2002) (9)
- Communications of the Association for Information Systems (2000) (9)
- Service Quality on Online Platforms: Empirical Evidence about Driving Quality at Uber (2019) (9)
- Optimal Model Selection in Contextual Bandits with Many Classes via Offline Oracles (2021) (9)
- Association of α1-Blocker Receipt With 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized With Influenza or Pneumonia in Denmark (2021) (9)
- Setting the Upset Price in British Columbia Timber Auctions (2002) (8)
- Changing Information Systems Job Requirements from 1989 to 1993 (1995) (8)
- Semiparametric Estimation of Treatment Effects in Randomized Experiments (2021) (8)
- Innovation and the Emergence of Market Dominance (1999) (8)
- Upset Pricing in Auction Markets: An Overview (2003) (7)
- Model Criticism for Bayesian Causal Inference (2016) (7)
- Tractable contextual bandits beyond realizability (2020) (7)
- A Comparison of the Fortune 500 and AACSB Accredited Universities' Software Copying Policies (1990) (7)
- Information Technology and Training in Emergency Call Centers (1999) (7)
- A consultant to assist students in solving statistics problems (1989) (6)
- Shared Decision-Making: Can Improved Counseling Increase Willingness to Pay for Modern Contraceptives? (2021) (6)
- Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei (2019) (6)
- Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues (2022) (5)
- A Survey of the AACSB Universities’ Policies on Software Copying (1990) (5)
- A MENTOR SYSTEM INCORPORATING EXPERTISE TO GUIDE AND TEACH STATISTICAL DECISION-MAKING. (1987) (5)
- Dynamic Auctions with Persistent Private Information (2003) (4)
- Breiman's Two Cultures: A Perspective from Econometrics (2021) (4)
- A how-to guide for conducting retrospective analyses: example COVID-19 study (2020) (4)
- Uncovering interpretable potential confounders in electronic medical records (2021) (4)
- Survey Bandits with Regret Guarantees (2020) (4)
- Platform Annexation (2021) (3)
- The Evaluation of Job Opportunities for IT Professionals (2016) (3)
- Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study (2020) (3)
- Counterfactual inference for consumer choice across many product categories (2021) (3)
- Position Auctions with Consumer Search Citation (2010) (3)
- A Bayesian Approach to Predicting Occupational Transitions (2019) (2)
- THE AFFILIATION EFFECT IN FIRST-PRICE AUCTIONS: SUPPLEMENTARY MATERIAL BY JORIS PINKSE (2004) (2)
- The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs (2022) (2)
- MACHINE LEARNING METHODS IN ECONOMICS AND ECONOMETRICS ‡ A Measure of Robustness to Misspecification † (2015) (2)
- Chapter 15 - The Nature and Incidence of Software Piracy: Evidence from Windows / Susan Athey and Scott Stern (2015) (2)
- Author response: Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection (2021) (2)
- Yuliy Sannikov: Winner of the 2016 Clark Medal (2017) (2)
- An adaptive experiment to improve quality in contraceptive counseling and increase the uptake of long-acting reversible contraceptive methods (2020) (2)
- Generalized Random Forests [R package grf version 1.2.0] (2020) (2)
- Uncovering interpretable potential confounders in electronic medical records (2022) (1)
- Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracle (2022) (1)
- Multi-agent Online Learning with Asynchronous Feedback Loss (2018) (1)
- The Economics of the Software and Internet Industries (2007) (1)
- Apple Pay and Mobile Payments in Australia (A) (2018) (1)
- Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning (2022) (1)
- Alpha-1 adrenergic receptor antagonists prevent acute respiratory distress syndrome and death: implications for Coronavirus disease 2019 (2020) (1)
- Consumer Tracking and E cient Matching in Online Advertising Markets (2012) (1)
- Escaping from Government and Corporate Surveillance . Evidence from the MIT Digital Currency Experiment (2016) (1)
- Learning Transferrable Representations of Career Trajectories for Economic Prediction (2022) (1)
- Competitive Auction Markets in British Columbia (2004) (1)
- Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines (2023) (1)
- A Comparison of 540 Information Systems Curriculums with the ACM is Model Curriculum (2016) (1)
- Editorial Collaborators (2000) (0)
- Minutes of the Meeting of the Executive Committee Chicago, IL April 24, 2009 (2010) (0)
- Name (Program) Email/Primary Fields/JMP/Advisors and References (2013) (0)
- U NCERTAINTY : SINGLE CROSSING PROPERTIES AND LOG-SUPERMODULARITY (1998) (0)
- Synthetic Difference-in-Differences Estimation (2023) (0)
- - 1-Reserve Prices , Stumpage Fees , and Efficiency (2007) (0)
- A Comparison of Equation-Based and Parity Pricing of Stumpage Fees for British Columbia Timber Under Long-Term Tenures (2002) (0)
- No . 10017 Set-Asides and Subsidies in Auctions (2011) (0)
- working paper department of economics CHARACTERIZING PROPERTIES OF STOCHASTIC OBJECTIVE FUNCTIONS (2011) (0)
- A retrospective clinical study supporting the rationale for trials of Alpha-1 Adrenoreceptor Antagonists to prevent cytokine storm and severe COVID-19 (2020) (0)
- Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial (2022) (0)
- de travail du personnel 2019-22 Online Privacy and Information Disclosure by Consumers by Shota Ichihashi (2019) (0)
- Science Journals — AAAS (2017) (0)
- Local Linear Forests Rina (2018) (0)
- An Analysis of Auction Volume and Market Competition for the Coastal Forest Regions in British Columbia (2002) (0)
- Collusion with Persistent Cost Shocks PRELIMINARY DRAFT-DO NOT CIRCULATE (2004) (0)
- Comments on DOC Notice of Preliminary Results of Countervailing Duty Review (2005) (0)
- Implementing a low-dose CT screening programme for lung cancer into routine NHS practice: the South Tyneside Model (2019) (0)
- Reserve Prices, Stumpage Fees, and Efficiency (2002) (0)
- CAREER: Transfer Learning for Economic Prediction of Labor Sequence Data (2022) (0)
- Auctioning Timber to Maximize Revenues in British Columbia (2002) (0)
- Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python (2023) (0)
- NBER WORKING PAPER SERIES FINITE POPULATION CAUSAL STANDARD ERRORS (0)
- SELLING ONLINE VERSUS LIVE (2005) (0)
- Digitized by the Internet Archive in 2011 with Funding from Working Paper Department of Economics Mentoring and Diversity (2011) (0)
- Economics: Applying Math to Real-World Problems (2003) (0)
- Concurrence, Protection des données & Big Data (2015) (0)
- Machine-learning-based high-benefit approach versus conventional high-risk approach in blood pressure management. (2023) (0)
- Antitrust, Privacy & Big Data (2015) (0)
- APPLIED ECONOMICS WORKSHOP Business 33610 Spring Quarter 2009 (2009) (0)
- Methodology and Practice of RCTs The Econometrics of Randomized Experiments (2019) (0)
- Where have all the women gone? (2000) (0)
- Supplemental Material: Policy Learning with Observational Data (2020) (0)
- Programming Standards for the Information Systems Curriculum (2007) (0)
- Organizational design : decision rights and incentive contacts Susan Athey [and] John Roberts. (2001) (0)
- NBER WORKING PAPER SERIES SYNTHETIC DIFFERENCE IN DIFFERENCES (2021) (0)
- American Economic Association What Does Performance in Graduate School Predict ? (2008) (0)
- Pre-Analysis Plan: Increasing the uptake of long-acting reversible contraceptives among adolescents and young women in Cameroon (2021) (0)
- Designing markets: economics, computer science and the real world (2009) (0)
- Testing for Anti-Competitive Bidding in Auction Markets (2002) (0)
- The Impact of Machine Learning on Economics PRELIMINARY AND INCOMPLETE–CHECK WITH AUTHOR FOR LATEST DRAFT (2017) (0)
- A Topic Analysis of ISECON Conference Proceedings from 1982 through 2014. (2016) (0)
- Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles (2022) (0)
- Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees [R package policytree version 1.0.3] (2020) (0)
- Survey of expert systems for resource planning (1993) (0)
- Use of the World Wide Web by the Portuguese Accommodation Industry (2011) (0)
- The Year in Review: Economics at the Antitrust Division 2021–2022 (2022) (0)
- M14 Implementing a low dose CT screening programme for lung cancer into routine NHS practice – the south tyneside model (2018) (0)
- Digitized by the Internet Archive in 2011 with Funding from Boston Library Consortium Iviember Libraries (2011) (0)
- Dynamic Games and Contracts: Insights from a Decade of Research, and Recent Directions (2010) (0)
- TSLS and the limited-information maximum likelihood (LIML) estimator. Bekker's approach is based on increasing the number of instrumental variables along with the sample size, whereas Staiger and Stock's approach is based on a vanishing correlation (2007) (0)
- A C 0 I \ 1 PARISON OF THE FORTUNE 500 AND AACSB-ACCREDITED UNIVERSITIES ' SOF 1 WARE COPYING POLICIES (2004) (0)
- Effective and scalable programs to facilitate labor market transitions for women in technology (2022) (0)
- Battling the Coronavirus 'Infodemic' Among Social Media Users in Africa (2022) (0)
- Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces (2022) (0)
- Digitized by the Internet Archive in 2011 with Funding from Innovation and the Emergence of Market Dominance (2011) (0)
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