Stanford GSB Faculty Publications

The Faculty Publications collection allows you to explore a growing corpus of GSB research in one place, with the ability to perform searches by title, author, abstract, supplied keywords, and (when available) full text. The collection includes links to all available journal articles dating back to 2012, and we have added case studies, working papers, books and book chapters, and white papers published since 2023. Output from the Corporate Governance Research Initiative, the Corporations and Society Initiative, and the Value Chain Innovation Initiative is also included.

The collection’s scope currently encompasses:

  • Journal Articles - 2012 to present
  • Working Papers - 2023 to present
  • Books - 2023 to present
  • Case Studies - 2023 to present

This collection will grow over time as new publications are continually added, additional Research Hub Labs and Initiatives are incorporated, and librarians add entries for pre-2012 articles and other content.

Photo: Monuments to the Unknown Variables by Peter Wegner. Located in the McCoy Family Courtyard of Knight Management Center at the GSB, the ‘x’ structure offers a place to ponder indefinite change—and plan new discoveries.

Showing 26 - 50 of 75 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
Miniature of Can Personalized Digital Counseling Improve Consumer Search for Modern Contraceptive Methods?
Can Personalized Digital Counseling Improve Consumer Search for Modern Contraceptive Methods?
  • GSB Authors: Susan Athey
  • Date: 2023-10-06
  • Publication Type: Articles
  • Publication: Science Advances
Miniature of Federated Causal Inference in Heterogeneous Observational Data
Federated Causal Inference in Heterogeneous Observational Data
  • GSB Authors: Susan Athey
  • Date: 2023-08-08
  • Publication Type: Articles
  • Publication: Statistics in Medicine
Miniature of Decomposing Changes in the Gender Wage Gap Over Worker Careers
Decomposing Changes in the Gender Wage Gap Over Worker Careers
  • GSB Authors: Susan Athey
  • Date: 2023-07-26
  • Publication Type: Working Papers
Miniature of Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
  • GSB Authors: Guido Imbens | Susan Athey
  • Date: 2023-07-19
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Miniature of Torch-Choice: A Pytorch Package for Large-Scale Choice Modelling with Python
Torch-Choice: A Pytorch Package for Large-Scale Choice Modelling with Python
  • GSB Authors: Susan Athey
  • Date: 2023-04-04
  • Publication Type: Working Papers
Miniature of Machine-Learning-Based High-Benefit Approach Versus Conventional High-Risk Approach in Blood Pressure Management
Machine-Learning-Based High-Benefit Approach Versus Conventional High-Risk Approach in Blood Pressure Management
  • GSB Authors: Susan Athey
  • Date: 2023-04-04
  • Publication Type: Articles
  • Publication: International Journal of Epidemiology
Miniature of Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to Covid Vaccines
Digital Public Health Interventions at Scale: The Impact of Social Media Advertising on Beliefs and Outcomes Related to Covid Vaccines
  • GSB Authors: Susan Athey
  • Date: 2023-01-26
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Battling the Coronavirus Infodemic Among Social Media Users in Africa
Battling the Coronavirus Infodemic Among Social Media Users in Africa
  • GSB Authors: Susan Athey
  • Date: 2023-01-01
  • Publication Type: Working Papers
Miniature of Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
  • GSB Authors: Susan Athey
  • Date: 2022-12-14
  • Publication Type: Articles
  • Publication: Oxford Review of Economic Policy
Miniature of Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
Expanding Capacity for Vaccines Against Covid-19 and Future Pandemics: A Review of Economic Issues
  • GSB Authors: Susan Athey
  • Date: 2022-12-14
  • Publication Type: Articles
  • Publication: Oxford Review of Economic Policy
Miniature of The Year in Review: Economics at the Antitrust Division 2021–2022
The Year in Review: Economics at the Antitrust Division 2021–2022
  • GSB Authors: Susan Athey
  • Date: 2022-11-01
  • Publication Type: Articles
  • Publication: Review of Industrial Organization
Miniature of When Should You Adjust Standard Errors for Clustering?
When Should You Adjust Standard Errors for Clustering?
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2022-10-06
  • Publication Type: Articles
  • Publication: The Quarterly Journal of Economics
Miniature of Offline Multi-Action Policy Learning: Generalization and Optimization
Offline Multi-Action Policy Learning: Generalization and Optimization
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2022-06-07
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
  • GSB Authors: Susan Athey
  • Date: 2022-02-23
  • Publication Type: Articles
  • Publication: Nature Communications
Miniature of Stable Learning Establishes Some Common Ground Between Causal Inference and Machine Learning
Stable Learning Establishes Some Common Ground Between Causal Inference and Machine Learning
  • GSB Authors: Susan Athey
  • Date: 2022-02-23
  • Publication Type: Articles
  • Publication: Nature Machine Intelligence
Miniature of Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2021-12-07
  • Publication Type: Articles
  • Publication: Journal of Econometrics
Miniature of Synthetic Difference-In-Differences
Synthetic Difference-In-Differences
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2021-12-01
  • Publication Type: Articles
  • Publication: The American Economic Review
Miniature of Counterfactual Inference for Consumer Choice Across Many Product Categories
Counterfactual Inference for Consumer Choice Across Many Product Categories
  • GSB Authors: Susan Athey
  • Date: 2021-11-17
  • Publication Type: Articles
  • Publication: Quantitative Marketing and Economics
Miniature of Estimating Experienced Racial Segregation in U.s. Cities Using Large-Scale Gps Data
Estimating Experienced Racial Segregation in U.s. Cities Using Large-Scale Gps Data
  • GSB Authors: Susan Athey
  • Date: 2021-11-10
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example Covid-19 Study
Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example Covid-19 Study
  • GSB Authors: Susan Athey
  • Date: 2021-07-28
  • Publication Type: Articles
  • Publication: Frontiers In Pharmacology
Miniature of Integrating Explanation and Prediction in Computational Social Science
Integrating Explanation and Prediction in Computational Social Science
  • GSB Authors: Susan Athey
  • Date: 2021-06-30
  • Publication Type: Articles
  • Publication: Nature
Miniature of Alpha-1 Adrenergic Receptor Antagonists to Prevent Hyperinflammation and Death from Lower Respiratory Tract Infection
Alpha-1 Adrenergic Receptor Antagonists to Prevent Hyperinflammation and Death from Lower Respiratory Tract Infection
  • GSB Authors: Susan Athey
  • Date: 2021-06-11
  • Publication Type: Articles
  • Publication: eLife
Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2021-05-10
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
Miniature of Preparing for a Pandemic: Accelerating Vaccine Availability
Preparing for a Pandemic: Accelerating Vaccine Availability
  • GSB Authors: Susan Athey
  • Date: 2021-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive Experiments
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2021-04-05
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
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About this Collection

Collection Name:
Stanford GSB Faculty Publications
Collection Type:
GSB Publications and Research

75 Economics

12 machine learning 7 causal inference 6 econometrics 4 potential outcomes 3 COVID-19 3 COVID-19 vaccines 3 algorithms 3 antitrust 3 asymptotic normality 3 empirical research 3 mathematical models 3 merger 3 panel analysis 3 pricing 3 propensity score 3 regression analysis 3 treatment effectiveness 2 Adult Respiratory Distress Syndrome 2 Bayesian analysis 2 COVID-19 pandemic 2 Hydroxymethylglutaryl-Coa Reductase Inhibitor 2 Markov games with private information 2 Markov processes 2 Simvastatin 2 advertising 2 bribery 2 budget balance 2 central limit theorem 2 computer simulation 2 confidence intervals 2 consumers 2 cost effectiveness 2 driving quality 2 dynamic incentive compatibility 2 dynamic mechanism design 2 dynamics 2 economists 2 education research 2 ergodic theory 2 folk theorems with private 2 generalization 2 government policy 2 government spending policy 2 gross domestic product 2 heterogeneous treatment effect 2 hypothesis 2 inference 2 labor 2 labor market 2 market definition 2 market power 2 marketplaces 2 master of business administration degree 2 mergers & acquisitions 2 methodology 2 minimax regret 2 nudges 2 numerical analysis 2 observational studies 2 observational study 2 online platforms 2 perfect Bayesian equilibrium 2 pharmaceutical industry 2 platforms 2 public spending 2 quasilinearization 2 random forest algorithms 2 reputation systems 2 ride hailing 2 simulation methods & models 2 technology 2 telemetry data 2 uncertainty 2 unconfoundedness 2 voter turnout 1 1st-price auctions 1 COVID-19 vaccine 1 GPU acceleration 1 Gaussian distribution 1 Interleukin 6 1 Monte Carlo method 1 Social and information networks 1 Twitter 1 adaptive data collection 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 adoption 1 airlines 1 alpha-1-adrenergic receptor antagonist 1 and cluster computing 1 antitrust law 1 applications 1 artificial intelligence in industry 1 ask strings 1 asymptotic theory 1 auction models 1 average treatment effects 1 belief 1 blood pressure 1 cardiovascular events 1 care 1 causal forest 1 causality 1 charitable giving 1 chickens 1 choice modelling 1 cluster 1 cluster sampling 1 collusion 1 competition 1 competition in advertising agencies 1 competition in the mass media industry 1 computation and language 1 consumer demand 1 consumer preferences 1 contextual bandits 1 coronavirus disease 1 counterfactuals (logic) 1 data analysis 1 data modeling 1 data-driven decision making 1 dconomic competition 1 decision making 1 decision making in business 1 decision trees 1 defaults 1 descriptive and causal estimands 1 descriptive statistics 1 design 1 difference in differences 1 difference-in-differences 1 digital economics 1 discrimination 1 dismissal 1 disposition (philosophy) 1 distributed 1 donation behavior 1 double robustness 1 drug repurposing 1 drugs 1 dynamic models 1 dynamic programming 1 economic research 1 empirical welfare maximization 1 entry 1 error analysis in mathematics 1 estimation 1 estimation theory 1 federated learning 1 field experiments 1 finite population 1 fix-point estimation 1 fixed effects 1 fixed effects model 1 foundation models 1 frequentist inference 1 gender wage gap 1 general economics 1 generative adversarial networks 1 grocery 1 health 1 heterogeneity 1 heterogeneous treatment 1 heterogeneous treatment effects 1 high-benefit approach 1 high-dimensional model representation 1 history of labor 1 human Influenza 1 human-artificial intelligence interaction 1 human-machine relationship 1 identification 1 immunization programs 1 immunostimulation 1 industrial applications 1 infectious disease 1 inference (logic) 1 instantaneous and cumulative effects 1 instrumental variable 1 interactive fixed effects 1 interventions 1 investments 1 isolation 1 judicial review 1 labor economics 1 language models 1 large scale dataset 1 location 1 low-rank matrix estimation 1 manufacturing 1 market shares 1 market volatility 1 matching 1 mathematical economics 1 mathematical regularization 1 matrices 1 matrix norms 1 media 1 medical care 1 merger guidelines 1 meta-analysis 1 minimax optimality 1 misinformation 1 mixed integer program 1 mobility 1 models 1 monopsony 1 mortality 1 multi-homing 1 multi-sided platform businesses 1 multiarmed bandits 1 multiple data sets 1 multiproduct firms 1 news 1 newspapers 1 nonadaptive and adaptive experiments 1 nonparametric estimation 1 nonparametric models 1 nuclear matrix 1 observational learning 1 off-label drug use 1 off-line policy learning 1 open Science 1 open source software 1 optimization 1 order-statistics 1 p-value 1 panel data 1 parallel 1 personalized decision making 1 personalized policies 1 pharmacoepidemiology 1 policy evaluation 1 policy learning 1 preferences 1 price sensitivity 1 primary-care 1 procurement 1 product attributes 1 propensity scores 1 public health advertising 1 purchase history data 1 pyTorch 1 python 1 quantile treatment effects 1 racial segregation 1 randomization 1 randomization distribution 1 randomized experiment 1 regret 1 reproducibility 1 research personnel 1 retrospective analyses 1 rheumatology 1 robust control 1 robust statistics 1 sdid 1 semi-parametric efficiency bound 1 semiparametric efficiency 1 single-homing 1 smoothing and nonparametric regression 1 social attitudes 1 social media 1 social sciences 1 sparse estimation 1 st0757 1 staggered adoption design 1 statistical models 1 stories 1 switching 1 synthetic control 1 synthetic controls 1 synthetic difference in differences 1 technical specifications 1 tracking 1 treatment effect estimation and inference 1 two-sided markets 1 vaccine effectiveness 1 vaccine manufacturing 1 vaccine safety 1 vaccines 1 validation 1 variational inference 1 visualization