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 - 36 of 36 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
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
Miniature of Experimenting in Equilibrium
Experimenting in Equilibrium
  • GSB Authors: Stefan Wager | Kuang Xu
  • Date: 2021-02-16
  • Publication Type: Articles
  • Publication: Management Science
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 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 Optimized Regression Discontinuity Designs
Optimized Regression Discontinuity Designs
  • GSB Authors: Guido Imbens | Stefan Wager
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: The Review of Economics and 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 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 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
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About this Collection

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

11 Economics

11 causal inference 5 heterogeneous treatment effects 3 algorithms 3 asymptotic normality 3 central limit theorem 3 confidence intervals 3 interference 3 machine learning 3 minimax regret 2 bias-aware inference 2 generalization 2 hypothesis 2 inference 2 inferential statistics 2 mean-field model 2 observational data 2 personalized medicine 2 potential outcome 2 potential outcomes 2 propensity score 2 random forest 2 random forest algorithms 2 sequential ignorability 2 voter turnout 1 Afghanistan 1 Aspirin 1 Gaussian distribution 1 Kalman filtering 1 Lepski's method 1 Lyapunov functions 1 SF-6d 1 Thompson sampling 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 adaptive treatment strategies in precision medicine 1 admission 1 advertising 1 anxiety 1 assess risk 1 association 1 asymptotic theory 1 automation 1 big data 1 boosting 1 budget-constrained policies 1 cardiovascular disease 1 causal forest 1 causal forests 1 censored data 1 charts 1 climate change 1 comorbidity 1 conditioned response 1 consistency 1 convergence 1 data analysis 1 data-driven decision making 1 decision making 1 decision rules 1 decision trees 1 delphi method 1 deployment risk 1 design 1 diagrams 1 diffusion approximation 1 digital marketing 1 direct and indirect effects 1 disability 1 discharge 1 disorder 1 double robustness 1 drugs 1 empirical Bayes 1 empirical Bayes methods 1 empirical bayes 1 empirical risk minimization 1 empirical welfare maximization 1 energy subsidies 1 equilibrium 1 estimating individualized treatment 1 estimation theory 1 etc. 1 experimental design 1 false discovery rate 1 forest fire 1 frequentist inference 1 global burden of disease 1 graphon 1 heterogeneity 1 heterogeneous treatment effect 1 importance weighting 1 incomplete confounders 1 inpatient care 1 instrumental variable 1 internet marketing 1 interview screening scales 1 kernel regression 1 latent variable model 1 learning 1 learning with strategic agents 1 local false sign rate 1 major trauma 1 management 1 marginal distributions 1 mathematical economics 1 mathematical regularization 1 mental disorders 1 methodology 1 military deployment 1 missing data 1 mixed integer program 1 mixing time 1 mixture models 1 models 1 mortality 1 multi-armed bandit problem (probability theory) 1 multiarmed bandit 1 multiarmed bandits 1 multisensor information fusion 1 nonparametric estimation 1 observational learning 1 observational study 1 panel analysis 1 partial identification 1 penalized regression 1 physicians 1 policy evaluation 1 policy learning 1 post-traumatic stress disorder (PTSD) 1 postharvest diseases 1 postpartum hemorrhage 1 precision treatment 1 prevalence 1 propensity score estimation 1 public health 1 radio interference 1 randomized clinical-trials 1 randomized controlled trial 1 randomized trial 1 regression 1 regression analysis 1 regression discontinuity design 1 regret 1 reinforcement learning 1 resilience 1 risk-factors 1 robbers 1 robust Kalman smoother 1 robust accuracy 1 robust control 1 robust statistics 1 self-harm 1 semiparametric efficiency 1 smoothing and nonparametric regression 1 smoothness of functions 1 social attitudes 1 stochastic convergence 1 stochastic system 1 stochastic systems 1 structural-change 1 survival analysis 1 technical specifications 1 tests 1 time trade-off 1 trauma 1 treatment effect heterogeneity 1 treatment effectiveness 1 treatment heterogeneity 1 treatment rules 1 tree 1 uncertain noise variance 1 uncertainty 1 unconfoundedness 1 uplift 1 value-added assessment (education) 1 vegetation 1 watchful waiting 1 weighted fusion