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 - 19 of 19 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
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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 Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
  • GSB Authors: Susan Athey
  • Date: 2021-06-03
  • Publication Type: Working Papers
Miniature of Policy Learning with Adaptively Collected Data
Policy Learning with Adaptively Collected Data
  • GSB Authors: Susan Athey
  • Date: 2021-05-05
  • Publication Type: Working Papers
Miniature of Tractable Contextual Bandits Beyond Realizability
Tractable Contextual Bandits Beyond Realizability
  • GSB Authors: Susan Athey
  • Date: 2020-10-25
  • Publication Type: Working Papers
Miniature of Experimental Design in Two-Sided Platforms: An Analysis of Bias
Experimental Design in Two-Sided Platforms: An Analysis of Bias
  • GSB Authors: Gabriel Weintraub
  • Date: 2020-02-13
  • Publication Type: Working Papers
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: 2019-12-01
  • 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 Sufficient Representations for Categorical Variables
Sufficient Representations for Categorical Variables
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2019-08-26
  • Publication Type: Working Papers
Miniature of Parallel Experimentation in a Competitive Advertising Marketplace
Parallel Experimentation in a Competitive Advertising Marketplace
  • GSB Authors: Navdeep Sahni | Harikesh Nair
  • Date: 2019-03-26
  • 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 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 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 The Long-Term Consequences of Teacher Discretion in Grading of High Stakes Tests
The Long-Term Consequences of Teacher Discretion in Grading of High Stakes Tests
  • GSB Authors: Rebecca Diamond
  • Date: 2016-04-01
  • 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
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About this Collection

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

19 Working Papers

19 mathematics 19 statistics 17 computer science 11 advanced causal inference techniques 11 artificial intelligence 11 econometrics 11 statistics and probability 9 economics 8 physics 8 quantum mechanics 7 accounting 7 machine learning 7 mathematical optimization 6 programming language 6 variance (accounting) 5 causal inference 5 medicine 4 advanced bandit algorithms research 4 business 4 epistemology 4 microeconomics 4 philosophy 4 radiology 4 regret 4 set (abstract data type) 4 statistical methods and inference 4 statistical methods in clinical trials 4 weighting 3 data mining 3 inference 3 law 3 management science and operations research 3 observational study 3 political science 3 school choice and performance 3 term (time) 2 algorithm 2 applied mathematics 2 average treatment effect 2 biochemistry 2 biology 2 budget constraint 2 chemistry 2 consumer market behavior and pricing 2 covariate 2 curse of dimensionality 2 earnings 2 game theory and voting systems 2 gaussian 2 gene 2 instrumental variable 2 kernel regression 2 leverage (statistics) 2 marketing 2 mathematical analysis 2 mathematical economics 2 observable 2 paleontology 2 panel data 2 parametric statistics 2 perspective (graphical) 2 random forest 2 robustness (evolution) 2 selection (genetic algorithm) 2 simplicity 2 statistical methods and bayesian inference 2 variety (cybernetics) 1 A/B/N testing 1 a-weighting 1 adversarial system 1 advertising 1 arithmetic 1 auction theory and applications 1 balance (ability) 1 bayesian modeling and causal inference 1 benchmark (surveying) 1 binary number 1 categorical variable 1 channel (broadcasting) 1 civil engineering 1 class (philosophy) 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 combinatorics 1 common value auction 1 competitor analysis 1 composite material 1 computer security 1 computer vision 1 confidence interval 1 context (archaeology) 1 counterfactual thinking 1 credibility 1 data collection 1 database 1 demographic economics 1 demography 1 design of experiments 1 difference in differences 1 differential privacy 1 digital advertising 1 digital platforms and economics 1 discretion 1 double robustness 1 ecommerce 1 economic and environmental valuation 1 economic growth 1 economic policies and impacts 1 education 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 empirical welfare maximization 1 engineering 1 estimating equations 1 estimation 1 evaluation and performance assessment 1 experimentation 1 explainable artificial intelligence (xai) 1 exploit 1 extremum estimator 1 filter (signal processing) 1 finance 1 fixed effects model 1 gender, labor, and family dynamics 1 generative grammar 1 geodesy 1 geography 1 global educational reforms and inequalities 1 grading (engineering) 1 health systems, economic evaluations, quality of life 1 hidden variable theory 1 human capital 1 index (typography) 1 interference (communication) 1 intergenerational and educational inequality studies 1 kernel (algebra) 1 labor market dynamics and wage inequality 1 limit (mathematics) 1 m-estimator 1 machine learning and algorithms 1 management 1 materials science 1 mathematics education 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 mean squared error 1 media influence and politics 1 minimax 1 minimax regret 1 missing data 1 mode (computer interface) 1 monte carlo method 1 neural networks and applications 1 neuroscience 1 observational equivalence 1 operating system 1 outcome (game theory) 1 perception 1 physical medicine and rehabilitation 1 platforms 1 pointwise 1 politics 1 population 1 potential outcomes 1 psychology 1 quantile 1 quantum 1 random assignment 1 randomization 1 randomized controlled trial 1 realizability 1 regression 1 reinforcement learning 1 reinforcement learning in robotics 1 representation (politics) 1 robust regression 1 robust statistics 1 sample size determination 1 sampling (signal processing) 1 scalability 1 semiparametric efficiency 1 service (business) 1 signal (programming language) 1 simple (philosophy) 1 smart grid energy management 1 sociology 1 spatial and panel data analysis 1 statistic 1 statistical power 1 supply and demand 1 surgery 1 telecommunications 1 test (biology) 1 world wide web