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 1 - 25 of 29 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
Miniature of Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial with Causal Forests
Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial with Causal Forests
  • GSB Authors: Stefan Wager
  • Date: 2025-04-03
  • Publication Type: Articles
  • Publication: International Journal of Methods in Psychiatric Research
Miniature of Noise-Induced Randomization in Regression Discontinuity Designs
Noise-Induced Randomization in Regression Discontinuity Designs
  • GSB Authors: Stefan Wager
  • Date: 2025-02-17
  • Publication Type: Articles
  • Publication: Biometrika
Miniature of Parallel Experimentation and Competitive Interference on Online Advertising Platforms
Parallel Experimentation and Competitive Interference on Online Advertising Platforms
  • GSB Authors: Navdeep Sahni
  • Date: 2024-09-12
  • Publication Type: Articles
  • Publication: Marketing Science
Miniature of Preference Externality Estimators: A Comparison of Border Approaches and IVs
Preference Externality Estimators: A Comparison of Border Approaches and IVs
  • GSB Authors: Wesley Hartmann
  • Date: 2024-01-23
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Causal Inference in the Social Sciences
Causal Inference in the Social Sciences
  • GSB Authors: Guido Imbens
  • Date: 2023-11-17
  • Publication Type: Articles
  • Publication: Annual Review of Statistics and Its Application
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 A Design-Based Perspective on Synthetic Control Methods
A Design-Based Perspective on Synthetic Control Methods
  • GSB Authors: Guido Imbens | Jann Spiess
  • Date: 2023-08-04
  • Publication Type: Articles
  • Publication: Journal of Business & Economic Statistics
Miniature of Off-Policy Evaluation in Partially Observed Markov Decision Processes Under Sequential Ignorability
Off-Policy Evaluation in Partially Observed Markov Decision Processes Under Sequential Ignorability
  • GSB Authors: Stefan Wager
  • Date: 2023-08-01
  • Publication Type: Articles
  • Publication: Annals of Statistics
Miniature of Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
  • GSB Authors: Stefan Wager
  • Date: 2023-02-01
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Miniature of Causality in Econometrics: Choice Vs Chance
Causality in Econometrics: Choice Vs Chance
  • GSB Authors: Guido Imbens
  • Date: 2022-11-01
  • Publication Type: Articles
  • Publication: Econometrica
Miniature of Random Graph Asymptotics for Treatment Effect Estimation Under Network Interference
Random Graph Asymptotics for Treatment Effect Estimation Under Network Interference
  • GSB Authors: Stefan Wager
  • Date: 2022-08-25
  • Publication Type: Articles
  • Publication: Annals of Statistics
Miniature of Causality Redux: The Evolution of Empirical Methods in Accounting Research and the Growth of Quasi-Experiments
Causality Redux: The Evolution of Empirical Methods in Accounting Research and the Growth of Quasi-Experiments
  • GSB Authors: Christopher Armstrong | John Kepler
  • Date: 2022-07-19
  • Publication Type: Articles
  • Publication: Journal of Accounting and Economics
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 How Much Should We Trust Staggered Difference-In-Differences Estimates?
How Much Should We Trust Staggered Difference-In-Differences Estimates?
  • GSB Authors: David Larcker
  • Date: 2022-02-22
  • Publication Type: Articles
  • Publication: Journal of Financial Economics
Miniature of How Much Should We Trust Staggered Difference-In-Differences Estimates?
How Much Should We Trust Staggered Difference-In-Differences Estimates?
  • GSB Authors: David Larcker
  • Date: 2022-02-22
  • Publication Type: Articles
  • Publication: Journal of Financial Economics
Miniature of Average Direct and Indirect Causal Effects Under Interference
Average Direct and Indirect Causal Effects Under Interference
  • GSB Authors: Stefan Wager
  • Date: 2022-02-08
  • Publication Type: Articles
  • Publication: Biometrika
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 A Causal Bootstrap
A Causal Bootstrap
  • GSB Authors: Guido Imbens
  • Date: 2021-08-09
  • Publication Type: Articles
  • Publication: Annals of Statistics
Miniature of Learning When-To-Treat Policies
Learning When-To-Treat Policies
  • GSB Authors: Stefan Wager
  • Date: 2020-11-30
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
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 Quasi-Oracle Estimation of Heterogeneous Treatment Effects
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
  • GSB Authors: Stefan Wager
  • Date: 2020-09-24
  • Publication Type: Articles
  • Publication: Biometrika
Miniature of Doubly Robust Treatment Effect Estimation with Missing Attributes
Doubly Robust Treatment Effect Estimation with Missing Attributes
  • GSB Authors: Stefan Wager
  • Date: 2020-09-18
  • Publication Type: Articles
  • Publication: The Annals of Applied Statistics
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 Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
  • GSB Authors: Guido Imbens
  • Date: 2018-10-23
  • Publication Type: Articles
  • Publication: Journal of Business & Economic Statistics
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About this Collection

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

29 Articles

5 econometrics 4 experimental design 4 observational studies 4 propensity score 4 treatment effectiveness 3 machine learning 2 accounting 2 financial research 2 heterogeneous treatment effects 2 inference 2 inference (logic) 2 interference 2 potential outcome 2 potential outcomes 2 propensity score matching 2 research funding 2 sequential ignorability 1 A/B/n testing 1 Choo–Siow model 1 Lepski's method 1 accounting research 1 acquisition of data methodology 1 adults 1 advertisers 1 advertising and media 1 analysis of variance 1 asymptotic normality 1 asymptotic theory 1 average match function 1 average treatment effects 1 bias-aware inference 1 boosting 1 bootstrap 1 borderlands 1 c18 1 c190 1 c51 1 casual inference 1 causal effects 1 causal inferences 1 causality 1 censored data 1 central limit theorem 1 confidence intervals 1 consistency 1 consumer demand 1 consumer preferences 1 counterfactuals (logic) 1 decision making 1 decision rules 1 difference in differences 1 difference-in-differences 1 digital advertising 1 direct and indirect effects 1 disposition (philosophy) 1 double robustness 1 dynamic treatment effects 1 e-commerce 1 economics 1 empirical bayes 1 empirical research 1 empirical risk minimization 1 estimating individualized treatment 1 estimation bias 1 estimation theory 1 experimentation 1 experiments 1 externalities 1 federated learning 1 field research 1 fixed effects model 1 forecasting 1 generalized difference-in-differences 1 generalized propensity scores 1 graphon 1 grocery 1 heterogeneous treatment effect 1 high-dimensional model representation 1 identification 1 importance weighting 1 incomplete confounders 1 instrumental variable 1 instrumental variables 1 internet advertising 1 kernel regression 1 latent variable model 1 learning 1 local average treatment effects 1 m40 1 m41 1 major trauma 1 marketing 1 matching 1 matching estimators 1 matching theory 1 methodology 1 minimax regret 1 missing data 1 mixing time 1 models 1 multiple data sets 1 multiple randomization designs 1 natural experiments 1 observational data 1 online experimentation 1 panel data 1 partial identification 1 penalized regression 1 physicians 1 platforms 1 political advertising 1 price sensitivity 1 product attributes 1 program evaluation 1 propensity score estimation 1 propensity scores 1 public health 1 purchase history data 1 quasi-experimental methods 1 quasi-experiments 1 random forest 1 random forest algorithms 1 randomization 1 randomized clinical-trials 1 randomized controlled trial 1 randomized controlled trials 1 randomized trial 1 regression 1 regression analysis 1 regression discontinuity 1 reinforcement learning 1 research papers (students) 1 semiparametric efficiency 1 smoothing and nonparametric regression 1 social attitudes 1 social sciences 1 sparse estimation 1 staggered difference-in-differences 1 statistics 1 stochastic processes 1 structural modeling 1 structural models 1 structural-change 1 student teachers 1 survival analysis 1 synthetic controls 1 tests 1 treatment effect heterogeneity 1 treatment heterogeneity 1 treatment rules 1 tree 1 two-sided marketplaces 1 unconfoundedness 1 units 1 variational inference 1 watchful waiting