EconPapers    
Economics at your fingertips  
 

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:Graduate School of Business, Stanford University, (more information at EDIRC)
National Bureau of Economic Research (NBER), (more information at EDIRC)

Access statistics for papers by Susan Athey.

Last updated 2020-07-09. Update your information in the RePEc Author Service.

Short-id: pat6


Jump to Journal Articles Chapters

Working Papers

2020

  1. Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
    Papers, arXiv.org Downloads
  2. Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
    Papers, arXiv.org Downloads View citations (2)
  3. Experienced Segregation
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads
  4. Matrix Completion Methods for Causal Panel Data Models
    Papers, arXiv.org Downloads View citations (14)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2018) Downloads View citations (9)
  5. Survey Bandits with Regret Guarantees
    Papers, arXiv.org Downloads
  6. The Allocation of Decision Authority to Human and Artificial Intelligence
    Research Papers, Stanford University, Graduate School of Business Downloads
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2020) Downloads View citations (2)

    See also Journal Article in AEA Papers and Proceedings (2020)
  7. Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
    Papers, arXiv.org Downloads
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) Downloads View citations (1)

2019

  1. Counterfactual Inference for Consumer Choice Across Many Product Categories
    Papers, arXiv.org Downloads View citations (2)
  2. Efficient Policy Learning
    Papers, arXiv.org Downloads View citations (4)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) Downloads
  3. Ensemble Methods for Causal Effects in Panel Data Settings
    Papers, arXiv.org Downloads View citations (4)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) Downloads View citations (4)

    See also Journal Article in AEA Papers and Proceedings (2019)
  4. Local Linear Forests
    Papers, arXiv.org Downloads
  5. Machine Learning Methods Economists Should Know About
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (25)
    Also in Papers, arXiv.org (2019) Downloads View citations (25)
  6. Optimal Experimental Design for Staggered Rollouts
    Papers, arXiv.org Downloads
    Also in Research Papers, Stanford University, Graduate School of Business (2019)
  7. SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements
    Papers, arXiv.org Downloads View citations (1)
  8. Sampling-based vs. Design-based Uncertainty in Regression Analysis
    Papers, arXiv.org Downloads View citations (6)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) Downloads View citations (5)
  9. Synthetic Difference In Differences
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (3)
    Also in Working Papers, CEMFI (2019) Downloads
  10. 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 Downloads

2018

  1. Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions
    Papers, arXiv.org Downloads View citations (16)
    See also Journal Article in Journal of the Royal Statistical Society Series B (2018)
  2. Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (21)
    Also in Papers, arXiv.org (2018) Downloads View citations (21)
    Research Papers, Stanford University, Graduate School of Business (2018) Downloads View citations (21)
  3. Economists (and Economics) in Tech Companies
    Harvard Business School Working Papers, Harvard Business School Downloads
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2018) Downloads
    Research Papers, Stanford University, Graduate School of Business (2018) Downloads

    See also Journal Article in Journal of Economic Perspectives (2019)
  4. Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
    Papers, arXiv.org Downloads View citations (1)
    See also Journal Article in AEA Papers and Proceedings (2018)
  5. Estimation Considerations in Contextual Bandits
    Papers, arXiv.org Downloads View citations (1)
  6. Generalized Random Forests
    Papers, arXiv.org Downloads View citations (5)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) Downloads View citations (1)
  7. Offline Multi-Action Policy Learning: Generalization and Optimization
    Papers, arXiv.org Downloads View citations (6)
    Also in Research Papers, Stanford University, Graduate School of Business (2018) Downloads View citations (6)
  8. Stable Predictions across Unknown Environments
    Research Papers, Stanford University, Graduate School of Business Downloads

2017

  1. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    Papers, arXiv.org Downloads View citations (14)
    See also Journal Article in American Economic Review (2017)
  2. Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (18)
    See also Journal Article in Journal of the American Statistical Association (2018)
  3. Structured Embedding Models for Grouped Data
    Research Papers, Stanford University, Graduate School of Business Downloads
  4. The Digital Privacy Paradox: Small Money, Small Costs, Small Talk
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (24)
  5. When Should You Adjust Standard Errors for Clustering?
    Papers, arXiv.org Downloads View citations (129)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2017) Downloads View citations (129)
    Research Papers, Stanford University, Graduate School of Business (2017) Downloads View citations (131)

2016

  1. A Theory of Community Formation and Social Hierarchy
    CSEF Working Papers, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy Downloads
    Also in Research Papers, Stanford University, Graduate School of Business (2016) Downloads
  2. Bitcoin Pricing, Adoption, and Usage: Theory and Evidence
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (12)
  3. Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (6)
  4. Solving Heterogeneous Estimating Equations with Gradient Forests
    Research Papers, Stanford University, Graduate School of Business Downloads
  5. The Econometrics of Randomized Experiments
    Papers, arXiv.org Downloads View citations (10)
  6. The Impact of Consumer Multi-homing on Advertising Markets and Media Competition
    CSEF Working Papers, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy Downloads View citations (15)
    Also in Research Papers, Stanford University, Graduate School of Business (2016) Downloads View citations (6)
  7. The State of Applied Econometrics - Causality and Policy Evaluation
    Papers, arXiv.org Downloads View citations (13)
    See also Journal Article in Journal of Economic Perspectives (2017)

2015

  1. Exact P-Values for Network Interference
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (8)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2015) Downloads View citations (1)
    Research Papers, Stanford University, Graduate School of Business (2015) Downloads View citations (1)

    See also Journal Article in Journal of the American Statistical Association (2018)
  2. Machine Learning for Estimating Heterogeneous Causal Effects
    Research Papers, Stanford University, Graduate School of Business Downloads View citations (6)
  3. Recursive Partitioning for Heterogeneous Causal Effects
    Papers, arXiv.org Downloads View citations (2)

2014

  1. Finite Population Causal Standard Errors
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (19)

2013

  1. The Impact of the Internet on Advertising Markets for News Media
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (59)
  2. The Nature and Incidence of Software Piracy: Evidence from Windows
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (2)
    See also Chapter (2015)

2011

  1. Set-Asides and Subsidies in Auctions
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (2)
    Also in 2007 Meeting Papers, Society for Economic Dynamics (2007) Downloads
    Discussion Papers, Stanford Institute for Economic Policy Research (2011) Downloads View citations (11)

    See also Journal Article in American Economic Journal: Microeconomics (2013)

2010

  1. Dynamic Games and Contracts: Insights from a Decade of Research, and Recent Directions
    Annual Meeting Plenary, Society for Economic Dynamics Downloads

2009

  1. Position Auctions with Consumer Search
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (5)
    Also in Levine's Bibliography, UCLA Department of Economics (2007) Downloads View citations (20)

    See also Journal Article in The Quarterly Journal of Economics (2011)

2008

  1. Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (7)
    Also in Discussion Papers, Stanford Institute for Economic Policy Research (2008) Downloads View citations (9)

    See also Journal Article in The Quarterly Journal of Economics (2011)

2007

  1. An Efficient Dynamic Mechanism
    Levine's Bibliography, UCLA Department of Economics Downloads View citations (19)
    See also Journal Article in Econometrica (2013)
  2. Collusion with Persistent Cost Shocks
    Levine's Bibliography, UCLA Department of Economics Downloads View citations (9)
    Also in Levine's Bibliography, UCLA Department of Economics (2004) Downloads View citations (8)

    See also Journal Article in Econometrica (2008)
  3. Designing Efficient Mechanisms for Dynamic Bilateral Trading Games
    Levine's Bibliography, UCLA Department of Economics Downloads View citations (8)
    See also Journal Article in American Economic Review (2007)

2006

  1. Discrete Choice Models with Multiple Unobserved Choice Characteristics
    Levine's Bibliography, UCLA Department of Economics Downloads
    See also Journal Article in International Economic Review (2007)
  2. Efficiency in Repeated Trade with Hidden Valuations
    Levine's Bibliography, UCLA Department of Economics Downloads View citations (1)
    See also Journal Article in Theoretical Economics (2007)
  3. Empirical Models of Auctions
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (10)
    Also in Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2006) Downloads View citations (8)
    Levine's Bibliography, UCLA Department of Economics (2006) Downloads View citations (16)

2004

  1. Comparing Open and Sealed Bid Auctions: Theory and Evidence from Timber Auctions
    Working Papers, Fondazione Eni Enrico Mattei Downloads View citations (19)
    Also in Levine's Bibliography, UCLA Department of Economics (2004) Downloads View citations (35)
  2. The optimal degree of discretion in monetary policy
    International Finance Discussion Papers, Board of Governors of the Federal Reserve System (U.S.) Downloads View citations (3)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2003) Downloads View citations (3)
    Working Papers, Federal Reserve Bank of Minneapolis (2002) Downloads
    Staff Report, Federal Reserve Bank of Minneapolis (2004) Downloads View citations (1)
    Working Paper Series, European Central Bank (2004) Downloads View citations (1)

    See also Journal Article in Econometrica (2005)

2003

  1. Identification and Inference in Nonlinear Difference-in-Differences Models
    Levine's Working Paper Archive, David K. Levine Downloads View citations (2)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002) Downloads View citations (21)

    See also Journal Article in Econometrica (2006)

2002

  1. Monotone Comparative Statics Under Uncertainty
    Scholarly Articles, Harvard University Department of Economics Downloads View citations (159)
    See also Journal Article in The Quarterly Journal of Economics (2002)

2001

  1. Information and Competition in U.S. Forest Service Timber Auctions
    Scholarly Articles, Harvard University Department of Economics Downloads View citations (55)
    Also in Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1999) View citations (11)
    NBER Working Papers, National Bureau of Economic Research, Inc (1999) Downloads View citations (1)

    See also Journal Article in Journal of Political Economy (2001)
  2. On the optimality of transparent monetary policy
    Working Papers, Federal Reserve Bank of Minneapolis Downloads View citations (2)
  3. The Value of Information in Monotone Decision Problems
    Working Papers, Stanford University, Department of Economics Downloads View citations (43)
    Also in Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1998) View citations (18)

    See also Journal Article in Research in Economics (2018)

2000

  1. Identification of standard auction models
    Working papers, Wisconsin Madison - Social Systems Downloads View citations (56)
    See also Journal Article in Econometrica (2002)
  2. Innovation and the Emergence of Market Dominance
    Econometric Society World Congress 2000 Contributed Papers, Econometric Society Downloads
    Also in SOI - Working Papers, Socioeconomic Institute - University of Zurich (1999) Downloads View citations (4)
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics (1999) View citations (5)
  3. The Impact of Information Technology on Emergency Health Care Outcomes
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (9)
    See also Journal Article in RAND Journal of Economics (2002)

1999

  1. Optimal Collusion with Private Information
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (56)
    See also Journal Article in RAND Journal of Economics (2001)

1998

  1. An Empirical Framework for Testing Theories About Complimentarity in Organizational Design
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (156)
  2. An empirical framework for testing theories about complementarity in orgaziational design
    Working papers, Massachusetts Institute of Technology (MIT), Sloan School of Management Downloads View citations (39)
  3. Collusion and Price Rigidity
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (64)
    See also Journal Article in Review of Economic Studies (2004)
  4. Mentoring and Diversity
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (3)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1998) Downloads View citations (22)

    See also Journal Article in American Economic Review (2000)
  5. The Adoption and Impact of Advanced Emergency Response Services
    NBER Working Papers, National Bureau of Economic Research, Inc Downloads View citations (6)
    Also in Working papers, Massachusetts Institute of Technology (MIT), Sloan School of Management (1998) Downloads View citations (3)

    See also Chapter (2000)

1997

  1. 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 in Econometrica (2001)

1996

  1. Characterizing Properties of Stochastic Objective Functions
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (14)
  2. Comparative Statics under Uncertainty: Single Crossing Properties and Log-Supermodularity
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (19)

Journal Articles

2020

  1. Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
    Econometrica, 2020, 88, (1), 265-296 Downloads View citations (2)
  2. The Allocation of Decision Authority to Human and Artificial Intelligence
    AEA Papers and Proceedings, 2020, 110, 80-84 Downloads View citations (2)
    See also Working Paper (2020)

2019

  1. 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 Downloads
  2. Economists (and Economics) in Tech Companies
    Journal of Economic Perspectives, 2019, 33, (1), 209-30 Downloads View citations (4)
    See also Working Paper (2018)
  3. Ensemble Methods for Causal Effects in Panel Data Settings
    AEA Papers and Proceedings, 2019, 109, 65-70 Downloads View citations (4)
    See also Working Paper (2019)

2018

  1. 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 Downloads View citations (21)
    See also Working Paper (2018)
  2. Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
    AEA Papers and Proceedings, 2018, 108, 64-67 Downloads View citations (1)
    See also Working Paper (2018)
  3. Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
    Journal of the American Statistical Association, 2018, 113, (523), 1228-1242 Downloads View citations (67)
    See also Working Paper (2017)
  4. Exact p-Values for Network Interference
    Journal of the American Statistical Association, 2018, 113, (521), 230-240 Downloads View citations (11)
    See also Working Paper (2015)
  5. The value of information in monotone decision problems
    Research in Economics, 2018, 72, (1), 101-116 Downloads View citations (3)
    See also Working Paper (2001)

2017

  1. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    American Economic Review, 2017, 107, (5), 278-81 Downloads View citations (15)
    See also Working Paper (2017)
  2. The State of Applied Econometrics: Causality and Policy Evaluation
    Journal of Economic Perspectives, 2017, 31, (2), 3-32 Downloads View citations (94)
    See also Working Paper (2016)
  3. Yuliy Sannikov: Winner of the 2016 Clark Medal
    Journal of Economic Perspectives, 2017, 31, (2), 237-56 Downloads View citations (1)

2015

  1. A Measure of Robustness to Misspecification
    American Economic Review, 2015, 105, (5), 476-80 Downloads View citations (7)

2014

  1. Dynamics of Open Source Movements
    Journal of Economics & Management Strategy, 2014, 23, (2), 294-316 Downloads View citations (4)

2013

  1. An Efficient Dynamic Mechanism
    Econometrica, 2013, 81, (6), 2463-2485 Downloads View citations (47)
    See also Working Paper (2007)
  2. Set-Asides and Subsidies in Auctions
    American Economic Journal: Microeconomics, 2013, 5, (1), 1-27 Downloads View citations (38)
    See also Working Paper (2011)

2011

  1. Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions
    The Quarterly Journal of Economics, 2011, 126, (1), 207-257 Downloads View citations (83)
    See also Working Paper (2008)
  2. Position Auctions with Consumer Search
    The Quarterly Journal of Economics, 2011, 126, (3), 1213-1270 Downloads View citations (82)
    See also Working Paper (2009)

2010

  1. The Impact of Targeting Technology on Advertising Markets and Media Competition
    American Economic Review, 2010, 100, (2), 608-13 Downloads View citations (26)

2009

  1. Skewed Bidding in Pay-per-Action Auctions for Online Advertising
    American Economic Review, 2009, 99, (2), 441-47 Downloads View citations (25)

2008

  1. Collusion With Persistent Cost Shocks
    Econometrica, 2008, 76, (3), 493-540 Downloads View citations (57)
    See also Working Paper (2007)

2007

  1. DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS
    International Economic Review, 2007, 48, (4), 1159-1192 Downloads View citations (15)
    See also Working Paper (2006)
  2. Designing Efficient Mechanisms for Dynamic Bilateral Trading Games
    American Economic Review, 2007, 97, (2), 131-136 Downloads View citations (7)
    See also Working Paper (2007)
  3. Efficiency in repeated trade with hidden valuations
    Theoretical Economics, 2007, 2, (3) Downloads View citations (13)
    See also Working Paper (2006)
  4. What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes
    American Economic Review, 2007, 97, (2), 512-520 Downloads View citations (13)

2006

  1. Identification and Inference in Nonlinear Difference-in-Differences Models
    Econometrica, 2006, 74, (2), 431-497 Downloads View citations (270)
    See also Working Paper (2003)

2005

  1. The Optimal Degree of Discretion in Monetary Policy
    Econometrica, 2005, 73, (5), 1431-1475 Downloads View citations (50)
    See also Working Paper (2004)

2004

  1. Collusion and Price Rigidity
    Review of Economic Studies, 2004, 71, (2), 317-349 Downloads View citations (124)
    See also Working Paper (1998)

2003

  1. The optimal degree of monetary policy discretion
    Proceedings, 2003 Downloads View citations (16)

2002

  1. Identification of Standard Auction Models
    Econometrica, 2002, 70, (6), 2107-2140 View citations (128)
    See also Working Paper (2000)
  2. Monotone Comparative Statics under Uncertainty
    The Quarterly Journal of Economics, 2002, 117, (1), 187-223 Downloads View citations (162)
    See also Working Paper (2002)
  3. The Impact of Information Technology on Emergency Health Care Outcomes
    RAND Journal of Economics, 2002, 33, (3), 399-432 View citations (58)
    See also Working Paper (2000)

2001

  1. Information and Competition in U.S. Forest Service Timber Auctions
    Journal of Political Economy, 2001, 109, (2), 375-417 Downloads View citations (73)
    See also Working Paper (2001)
  2. Investment and Market Dominance
    RAND Journal of Economics, 2001, 32, (1), 1-26 View citations (101)
  3. Optimal Collusion with Private Information
    RAND Journal of Economics, 2001, 32, (3), 428-65 View citations (186)
    See also Working Paper (1999)
  4. Organizational Design: Decision Rights and Incentive Contracts
    American Economic Review, 2001, 91, (2), 200-205 Downloads View citations (47)
  5. Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information
    Econometrica, 2001, 69, (4), 861-89 View citations (256)
    See also Working Paper (1997)

2000

  1. Mentoring and Diversity
    American Economic Review, 2000, 90, (4), 765-786 Downloads View citations (48)
    See also Working Paper (1998)

1995

  1. Product and Process Flexibility in an Innovative Environment
    RAND Journal of Economics, 1995, 26, (4), 557-574 Downloads View citations (82)

Chapters

2018

  1. The Impact of Machine Learning on Economics
    A chapter in The Economics of Artificial Intelligence: An Agenda, 2018, pp 507-547 Downloads View citations (21)

2015

  1. The Nature and Incidence of Software Piracy: Evidence from Windows
    A chapter in Economic Analysis of the Digital Economy, 2015, pp 443-477 Downloads View citations (1)
    See also Working Paper (2013)

2007

  1. Nonparametric Approaches to Auctions
    Chapter 60 in Handbook of Econometrics, 2007, vol. 6A Downloads View citations (63)

2000

  1. 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 Downloads View citations (2)
    See also Working Paper (1998)
 
Page updated 2020-08-03