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 - 12 of 12 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
25 50 100
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 Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
  • GSB Authors: Sridhar Narayanan
  • Date: 2021-10-01
  • 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 Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
  • GSB Authors: Susan Athey
  • Date: 2021-02-26
  • Publication Type: Working Papers
Miniature of Stable Prediction with Model Misspecification and Agnostic Distribution Shift
Stable Prediction with Model Misspecification and Agnostic Distribution Shift
  • GSB Authors: Susan Athey
  • Date: 2020-01-31
  • Publication Type: Working Papers
Miniature of Machine Learning Methods Economists Should Know About
Machine Learning Methods Economists Should Know About
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2019-03-24
  • 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 Kernel-Based Regularized Least Squares in R (Krls) and Stata (Krls)
Kernel-Based Regularized Least Squares in R (Krls) and Stata (Krls)
  • GSB Authors: Jens Hainmueller
  • Date: 2017-07-13
  • Publication Type: Articles
  • Publication: Journal of Statistical Software
Miniature of Kernel-Based Regularized Least Squares in R (Krls) and Stata (Krls)
Kernel-Based Regularized Least Squares in R (Krls) and Stata (Krls)
  • GSB Authors: Jens Hainmueller
  • Date: 2017-07-01
  • Publication Type: Articles
  • Publication: Journal of Statistical Software
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 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
Miniature of Identifying Causal Marketing-Mix Effects Using a Regression Discontinuity Design
Identifying Causal Marketing-Mix Effects Using a Regression Discontinuity Design
  • GSB Authors: Wesley Hartmann | Sridhar Narayanan | Harikesh Nair
  • Date: 2009-12-21
  • Publication Type: Working Papers
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About this Collection

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

8 computer science 8 mathematics 8 statistics 7 machine learning 6 artificial intelligence 6 econometrics 5 advanced causal inference techniques 4 inference 4 statistics and probability 3 mathematical analysis 2 R 2 Stata 2 aerospace engineering 2 algorithm 2 causal inference 2 chemistry 2 classification 2 economics 2 engineering 2 management science and operations research 2 mathematical optimization 2 prediction 2 psychology 2 random forest 2 regression discontinuity design 2 statistical methods and bayesian inference 2 statistical methods and inference 2 treatment effects 2 variable (mathematics) 1 advanced bandit algorithms research 1 applied mathematics 1 archaeology 1 arithmetic 1 binary number 1 biochemistry 1 biology 1 casinos 1 causal effects 1 censored data 1 central limit theorem 1 chromatography 1 combinatorics 1 computer vision 1 consistency 1 consumer market behavior and pricing 1 context (archaeology) 1 convergence (economics) 1 counterfactual thinking 1 data mining 1 data stream mining techniques 1 decorrelation 1 demography 1 direct-mail 1 discontinuity 1 discontinuity (linguistics) 1 domain adaptation and few-shot learning 1 download 1 economic growth 1 endogeneity 1 energy, environment, economic growth 1 epistemology 1 estimating individualized treatment 1 estimation 1 estimator 1 evolutionary biology 1 filter (signal processing) 1 fixed effects model 1 forcing (mathematics) 1 forecasting techniques and applications 1 function (biology) 1 gene 1 geography 1 heterogeneous treatment effects 1 instrumental variable 1 intersection (aeronautics) 1 kernel (algebra) 1 kernel regression 1 labor market dynamics and wage inequality 1 law 1 limit (mathematics) 1 machine learning and data classification 1 machine learning and elm 1 management 1 marketing 1 mathematical economics 1 medicine 1 models 1 monetary policy and economic impact 1 nonparametric identification 1 operating system 1 oracle 1 outcome (game theory) 1 panel data 1 parametric statistics 1 perspective (graphical) 1 philosophy 1 political science 1 population 1 poverty, education, and child welfare 1 radiology 1 randomized clinical-trials 1 range (aeronautics) 1 receipt 1 regression analysis 1 regression discontinuity 1 regret 1 relevance (law) 1 robust regression 1 robust statistics 1 robustness (evolution) 1 sample (material) 1 sample size determination 1 sampling (signal processing) 1 sampling design 1 school choice and performance 1 selection 1 simple (philosophy) 1 smart grid energy management 1 smoothness 1 social psychology 1 sociology 1 software engineering 1 spatial and panel data analysis 1 stability (learning theory) 1 standard error 1 statistical inference 1 structural-change 1 survival analysis 1 targeted marketing 1 tests 1 treatment rules 1 tree 1 unsupervised learning 1 value (mathematics) 1 weighting 1 world wide web