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 51 - 75 of 75 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
Miniature of The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality from Covid-19
The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality from Covid-19
  • GSB Authors: Susan Athey
  • Date: 2021-03-31
  • Publication Type: Articles
  • Publication: Frontiers in Medicine
Miniature of Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2021-03-21
  • Publication Type: Articles
  • Publication: Journal of Econometrics
Miniature of Market Design to Accelerate Covid-19 Vaccine Supply
Market Design to Accelerate Covid-19 Vaccine Supply
  • GSB Authors: Susan Athey
  • Date: 2021-02-25
  • Publication Type: Articles
  • Publication: Science
Miniature of Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
  • GSB Authors: Susan Athey
  • Date: 2021-02-10
  • Publication Type: Articles
  • Publication: JAMA Network Open
Miniature of Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
Association of A1-Blocker Receipt with 30-Day Mortality and Risk of Intensive Care Unit Admission Among Adults Hospitalized with Influenza or Pneumonia in Denmark
  • GSB Authors: Susan Athey
  • Date: 2021-02-01
  • Publication Type: Articles
  • Publication: JAMA Network Open
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2021-01-15
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of Local Linear Forests
Local Linear Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2020-11-10
  • Publication Type: Articles
  • Publication: Journal of Computational and Graphical Statistics
Miniature of The Allocation of Decision Authority to Human and Artificial Intelligence
The Allocation of Decision Authority to Human and Artificial Intelligence
  • GSB Authors: Susan Athey
  • Date: 2020-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2020-02-05
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Generalized Random Forests
Generalized Random Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2019-01-11
  • Publication Type: Articles
  • Publication: Annals of Statistics
Miniature of Economists (And Economics) in Tech Companies
Economists (And Economics) in Tech Companies
  • GSB Authors: Susan Athey
  • Date: 2019-01-01
  • Publication Type: Articles
  • Publication: Journal of Economic Perspectives
Miniature of Economists (And Economics) in Tech Companies
Economists (And Economics) in Tech Companies
  • GSB Authors: Susan Athey
  • Date: 2019-01-01
  • Publication Type: Articles
  • Publication: Journal of Economic Perspectives
Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2018-06-06
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
Miniature of Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
  • GSB Authors: Susan Athey
  • Date: 2018-02-15
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Miniature of Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2017-05-01
  • Publication Type: Articles
  • Publication: The American Economic Review
Miniature of The State of Applied Econometrics: Causality and Policy Evaluation
The State of Applied Econometrics: Causality and Policy Evaluation
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-04-01
  • Publication Type: Articles
  • Publication: Journal of Economic Perspectives
Miniature of Beyond Prediction: Using Big Data for Policy Problems
Beyond Prediction: Using Big Data for Policy Problems
  • GSB Authors: Susan Athey
  • Date: 2017-02-03
  • Publication Type: Articles
  • Publication: Science
Miniature of The Impact of Consumer Multi-Homing on Advertising Markets and Media Competition
The Impact of Consumer Multi-Homing on Advertising Markets and Media Competition
  • GSB Authors: Susan Athey
  • Date: 2016-12-16
  • Publication Type: Articles
  • Publication: Management Science
Miniature of A Measure of Robustness to Misspecification
A Measure of Robustness to Misspecification
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2015-05-01
  • Publication Type: Articles
  • Publication: The American Economic Review
Miniature of Dynamics of Open Source Movements
Dynamics of Open Source Movements
  • GSB Authors: Susan Athey
  • Date: 2014-04-04
  • Publication Type: Articles
  • Publication: Journal of Economics & Management Strategy
Miniature of An Efficient Dynamic Mechanism
An Efficient Dynamic Mechanism
  • GSB Authors: Susan Athey | Ilya Segal
  • Date: 2013-11-13
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of An Efficient Dynamic Mechanism
An Efficient Dynamic Mechanism
  • GSB Authors: Susan Athey | Ilya Segal
  • Date: 2013-11-01
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of Set-Asides and Subsidies in Auctions
Set-Asides and Subsidies in Auctions
  • GSB Authors: Susan Athey | Jonathan Levin
  • Date: 2013-02-01
  • Publication Type: Articles
  • Publication: American Economic Journal: Microeconomics
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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