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 indexes journal articles, case studies, working papers, books and book chapters, and white papers published by GSB faculty members from 2000 to the present. Output from the Corporate Governance Research Initiative, the Corporations and Society Initiative, and the Value Chain Innovation Initiative is also included.

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-2000 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 - 20 of 20 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
Miniature of Semiparametric Estimation of Treatment Effects in Randomized Experiments
Semiparametric Estimation of Treatment Effects in Randomized Experiments
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2021-09-01
  • Publication Type: Working Papers
Miniature of Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
  • GSB Authors: Guido Imbens
  • Date: 2021-07-29
  • Publication Type: Working Papers
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
  • GSB Authors: Susan Athey
  • Date: 2021-02-05
  • Publication Type: Working Papers
Miniature of Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2020-06-17
  • Publication Type: Working Papers
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: 2019-11-07
  • Publication Type: Working Papers
Miniature of The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2019-11-01
  • Publication Type: Working Papers
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: 2018-10-01
  • Publication Type: Working Papers
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: 2018-08-01
  • Publication Type: Working Papers
Miniature of Local Linear Forests
Local Linear Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2018-07-30
  • Publication Type: Working Papers
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: 2017-10-09
  • Publication Type: Working Papers
Miniature of Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-06-06
  • Publication Type: Working Papers
Miniature of Efficient Policy Learning
Efficient Policy Learning
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers
Miniature of Solving Heterogeneous Estimating Equations with Gradient Forests
Solving Heterogeneous Estimating Equations with Gradient Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of Generalized Random Forests
Generalized Random Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2016-10-05
  • Publication Type: Working Papers
Miniature of Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2016-04-25
  • Publication Type: Working Papers
Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
  • GSB Authors: Susan Athey
  • Date: 2015-10-14
  • Publication Type: Working Papers
Miniature of Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
  • GSB Authors: Guido Imbens
  • Date: 2015-08-27
  • Publication Type: Working Papers
Miniature of Exact P-Values for Network Interference
Exact P-Values for Network Interference
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2015-07-01
  • Publication Type: Working Papers
Miniature of External Validity in Fuzzy Regression Discontinuity Designs
External Validity in Fuzzy Regression Discontinuity Designs
  • GSB Authors: Guido Imbens
  • Date: 2014-12-01
  • Publication Type: Working Papers
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Keywords: statistics and probability   Remove all  

About this Collection

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

20 Working Papers

20 Economics

20 mathematics 20 statistics 18 advanced causal inference techniques 17 computer science 17 econometrics 12 artificial intelligence 11 estimator 9 statistical methods and inference 8 economics 7 inference 7 medicine 6 causal inference 6 mathematical optimization 6 physics 6 quantum mechanics 6 statistical methods and bayesian inference 5 machine learning 5 observational study 5 sample size determination 5 statistical methods in clinical trials 4 average treatment effect 4 chemistry 4 mathematical analysis 4 mathematical economics 4 regression 3 accounting 3 algorithm 3 applied mathematics 3 combinatorics 3 covariate 3 data mining 3 epistemology 3 instrumental variable 3 kernel regression 3 outcome (game theory) 3 parametric statistics 3 philosophy 3 programming language 3 radiology 3 random forest 3 sample (material) 3 school choice and performance 3 variance (accounting) 3 weighting 2 budget constraint 2 chromatography 2 computer vision 2 confidence interval 2 confounding 2 convergence (economics) 2 curse of dimensionality 2 demography 2 download 2 economic growth 2 estimation 2 filter (signal processing) 2 game theory and voting systems 2 gaussian 2 health systems, economic evaluations, quality of life 2 internal medicine 2 kernel (algebra) 2 leverage (statistics) 2 limit (mathematics) 2 management 2 microeconomics 2 observable 2 operating system 2 panel data 2 perspective (graphical) 2 population 2 potential outcomes 2 propensity score matching 2 psychology 2 randomized controlled trial 2 regret 2 sampling (signal processing) 2 selection (genetic algorithm) 2 set (abstract data type) 2 simplicity 2 sociology 2 term (time) 2 traditional medicine 2 treatment effect 2 variety (cybernetics) 2 world wide web 1 advanced bandit algorithms research 1 aerospace engineering 1 alternative hypothesis 1 arithmetic 1 binary number 1 biochemistry 1 biology 1 business 1 central limit theorem 1 class (philosophy) 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 composite material 1 computer security 1 context (archaeology) 1 counterfactual thinking 1 difference in differences 1 dimension (graph theory) 1 discontinuity (linguistics) 1 double robustness 1 earnings 1 economic policies and impacts 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 empirical welfare maximization 1 engineering 1 estimating equations 1 evaluation and performance assessment 1 exploit 1 finance 1 fixed effects model 1 forcing (mathematics) 1 fraction (chemistry) 1 gender, labor, and family dynamics 1 gene 1 generalized propensity score 1 hazard ratio 1 index (typography) 1 labor market dynamics and wage inequality 1 machine learning in healthcare 1 matching 1 matching (statistics) 1 materials science 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 mean squared error 1 minimax regret 1 missing data 1 multi-level treatments 1 nonparametric statistics 1 null (sql) 1 null hypothesis 1 null model 1 observational equivalence 1 organic chemistry 1 paleontology 1 pointwise 1 poverty, education, and child welfare 1 propensity score 1 pure mathematics 1 quantile 1 random assignment 1 randomized experiment 1 range (aeronautics) 1 receipt 1 regression analysis 1 regression discontinuity design 1 residual 1 robust regression 1 robust statistics 1 robustness (evolution) 1 sampling design 1 selection bias 1 semiparametric efficiency 1 semiparametric model 1 smoothness 1 sparse estimation 1 spatial and panel data analysis 1 standard error 1 statistical hypothesis testing 1 statistical inference 1 statistical power 1 subclassification 1 thermodynamics 1 unconfoundedness 1 variable (mathematics)