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 26 - 50 of 98 Records

Title (A-Z) Title (Z-A) Date (Ascending) Date (Descending)
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Miniature of CAREER: Transfer Learning for Economic Prediction of Labor Sequence Data
CAREER: Transfer Learning for Economic Prediction of Labor Sequence Data
  • GSB Authors: Susan Athey
  • Date: 2022-02-16
  • Publication Type: Working Papers
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 Private Genetic Genealogy Search
Private Genetic Genealogy Search
  • GSB Authors: Kuang Xu
  • Date: 2021-07-08
  • Publication Type: Working Papers
Miniature of Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles
Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles
  • GSB Authors: Susan Athey
  • Date: 2021-06-11
  • 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 Synapse Technology Corporation: Using AI to Take a Good Look at Airport Security
Synapse Technology Corporation: Using AI to Take a Good Look at Airport Security
  • GSB Authors: Kathryn Shaw
  • Date: 2021-03-22
  • Publication Type: Cases
Miniature of Data Tracking Under Competition
Data Tracking Under Competition
  • GSB Authors: Kostas Bimpikis | Daniela Saban
  • Date: 2021-03-22
  • 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 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 NEC Corporation in 2020: Innovating for the Future
NEC Corporation in 2020: Innovating for the Future
  • GSB Authors: Charles O'Reilly
  • Date: 2021-01-26
  • Publication Type: Cases
Miniature of Analyst Forecast Revision Consistency and Bias in Earnings Forecast Revisions
Analyst Forecast Revision Consistency and Bias in Earnings Forecast Revisions
  • GSB Authors: Mary Barth
  • Date: 2021-01-01
  • Publication Type: Working Papers
Miniature of Ecology of Practices: Employer Prestige and Alumni Homophily in Work Ties
Ecology of Practices: Employer Prestige and Alumni Homophily in Work Ties
  • GSB Authors: Adina Sterling
  • Date: 2021-01-01
  • Publication Type: Working Papers
Miniature of Portraying Humans as Machines to Promote Health: Unintended Risks, Mechanisms, and Solutions
Portraying Humans as Machines to Promote Health: Unintended Risks, Mechanisms, and Solutions
  • GSB Authors: Szu-chi Huang
  • Date: 2020-11-03
  • Publication Type: Articles
  • Publication: Journal of Marketing
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 Building Compassionate AI: Why Compassion Matters for Artificial Intelligence Design and Deployment
Building Compassionate AI: Why Compassion Matters for Artificial Intelligence Design and Deployment
  • GSB Authors: Jennifer Aaker
  • Date: 2020-08-14
  • Publication Type: Cases
Miniature of Designing AI for All: Addressing Polarization and Political Anger
Designing AI for All: Addressing Polarization and Political Anger
  • GSB Authors: Jennifer Aaker | Fei-Fei Li
  • Date: 2020-06-01
  • Publication Type: Cases
Miniature of Designing AI for Human Connection in Online Learning
Designing AI for Human Connection in Online Learning
  • GSB Authors: Jennifer Aaker
  • Date: 2020-05-17
  • Publication Type: Cases
Miniature of The Future of the Automated Mobility Industry: A Strategic Management Perspective
The Future of the Automated Mobility Industry: A Strategic Management Perspective
  • GSB Authors: Sven Beiker | Robert Burgelman
  • Date: 2020-04-01
  • Publication Type: Working Papers
Miniature of Wildflower Schools: Enabling Connectedness
Wildflower Schools: Enabling Connectedness
  • GSB Authors: Jennifer Aaker
  • Date: 2020-03-05
  • Publication Type: Cases
Miniature of The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
  • GSB Authors: Mohsen Bayati | Khashayar Khosravi
  • Date: 2020-02-24
  • Publication Type: Working Papers
Miniature of Survey Bandits with Regret Guarantees
Survey Bandits with Regret Guarantees
  • GSB Authors: Susan Athey
  • Date: 2020-02-23
  • Publication Type: Working Papers
Miniature of Designing AI for All: A Primer on Bias in Artificial Intelligence Systems
Designing AI for All: A Primer on Bias in Artificial Intelligence Systems
  • GSB Authors: Jennifer Aaker | Fei-Fei Li
  • Date: 2020-02-19
  • Publication Type: Cases
Miniature of Redefining Goals for Artificial Intelligence
Redefining Goals for Artificial Intelligence
  • GSB Authors: Jennifer Aaker | Fei-Fei Li
  • Date: 2020-02-19
  • Publication Type: Cases
Miniature of Human-Centered Artificial Intelligence and Workforce Displacement
Human-Centered Artificial Intelligence and Workforce Displacement
  • GSB Authors: Jennifer Aaker | Fei-Fei Li
  • Date: 2020-02-16
  • Publication Type: Cases
Miniature of Frameworks for Designing Artificial Intelligence
Frameworks for Designing Artificial Intelligence
  • GSB Authors: Jennifer Aaker
  • Date: 2020-02-09
  • Publication Type: Cases
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About this Collection

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

60 computer science 39 machine learning 34 mathematics 26 economics 25 statistics 23 econometrics 18 business 15 advanced causal inference techniques 15 entrepreneurship 14 management science and operations research 13 inference 12 mathematical optimization 12 perspective (graphical) 12 philosophy 12 physics 12 regret 12 statistics and probability 11 estimator 11 strategy and general management 10 accounting 10 advanced bandit algorithms research 10 biology 10 engineering 10 programming language 10 psychology 10 quantum mechanics 9 causal inference 9 finance 9 microeconomics 9 political science 8 algorithm 8 sociology 7 data mining 7 epistemology 7 law 7 mathematical analysis 7 technology 6 marketing 6 mechanical engineering 6 population 6 regression 6 social psychology 6 statistical methods and inference 5 auction theory and applications 5 bayesian probability 5 consumer market behavior and pricing 5 demography 5 financial markets and investment strategies 5 geography 5 human well-being 5 human-centered 5 linguistics 5 management 5 mathematical economics 5 medicine 5 statistical methods and bayesian inference 5 variance (accounting) 4 chemistry 4 class (philosophy) 4 combinatorics 4 corporate finance and governance 4 decision-making and behavioral economics 4 economic growth 4 industrial organization 4 innovation 4 leverage (statistics) 4 monetary policy and economic impact 4 observational study 4 operating system 4 paleontology 4 selection (genetic algorithm) 4 set (abstract data type) 4 software 4 statistical methods in clinical trials 4 strategy 4 strategy and management 4 world wide web 3 action (physics) 3 actuarial science 3 archaeology 3 auditing, earnings management, governance 3 bayesian modeling and causal inference 3 benchmark (surveying) 3 budget constraint 3 cognitive psychology 3 computer security 3 context (archaeology) 3 counterfactual thinking 3 curse of dimensionality 3 digital platforms and economics 3 ecology 3 estimation 3 ethics 3 explainability 3 financial economics 3 genetics 3 geodesy 3 geometry 3 history 3 machine learning and algorithms 3 machine learning and data classification 3 parametric statistics 3 random forest 3 responsible 3 sociology and political science 3 stock (firearms) 3 value (mathematics) 3 work (physics) 2 IT industry dynamics 2 aerospace engineering 2 analytics 2 applied mathematics 2 autonomous vehicles 2 average treatment effect 2 bayesian inference 2 bias 2 big data 2 biochemistry 2 business strategy 2 business strategy and innovation 2 categorical variable 2 complex systems and time series analysis 2 computer vision 2 confounding 2 consistency (knowledge bases) 2 contrast (vision) 2 convergence (economics) 2 corporate culture 2 corporate governance 2 covariate 2 data management 2 data stream mining techniques 2 design 2 digital platforms 2 digital transformation 2 domain adaptation and few-shot learning 2 earnings 2 economics and econometrics 2 education 2 experimental behavioral economics studies 2 fairness 2 feature (linguistics) 2 filter (signal processing) 2 forecasting techniques and applications 2 game theory and applications 2 game theory and voting systems 2 gaussian 2 growth strategy 2 health care 2 information technology 2 instrumental variable 2 intellectual property 2 interpretation (philosophy) 2 kernel (algebra) 2 kernel regression 2 knowledge management 2 labor market dynamics and wage inequality 2 leadership 2 limit (mathematics) 2 lottery 2 machine learning and elm 2 machine learning in healthcare 2 market efficiency 2 minimax 2 monetary economics 2 neuroscience 2 observable 2 organic chemistry 2 pedagogy 2 polarization 2 product (mathematics) 2 profitability index 2 propensity score matching 2 public relations 2 radiology 2 realizability 2 reinforcement learning 2 sample size determination 2 sampling (signal processing) 2 simple (philosophy) 2 simplicity 2 situated 2 smart grid energy management 2 software as a service 2 stock market forecasting methods 2 term (time) 2 test (biology) 2 valuation (finance) 2 variety (cybernetics) 2 weighting 1 (performance) expectation 1 ADAS 1 AI 1 AI chatbot 1 Autocad 1 ChatGPT 1 EDGAR search traffic 1 Edelman award 1 IoT 1 LLMS 1 MOOC 1 Montessori 1 SaaS 1 Turing test 1 Uber 1 adaptation (eye) 1 adaptive learning 1 adversarial system 1 advisors 1 affect (linguistics) 1 age of information optimization 1 agency costs of debt 1 airport security 1 alignment 1 alternative hypothesis 1 amortization 1 appeal 1 applied game theory 1 argument (complex analysis) 1 asset pricing models 1 astronomy 1 astrophysics 1 auctions 1 augmentation 1 automated driving 1 automation 1 automotive engineering 1 automotive industry 1 autonomous driving 1 autonomous vehicle 1 autonomy 1 bank customers 1 bank equity 1 banking industry 1 banking stability, regulation, efficiency 1 bankruptcy costs 1 benchmarking 1 board of directors 1 body composition 1 bond 1 business model transformation 1 business models 1 capital allocation 1 capital regulation 1 capital structure 1 cartography 1 cash flow 1 causal effects 1 causal model 1 cell 1 central limit theorem 1 chaotic 1 children 1 china 1 chromatography 1 classifier (uml) 1 climate 1 clinical practice guidelines implementation 1 cloud 1 cloud computing industry 1 cloud infrastructure 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 co-search 1 coevolution 1 cognition 1 collaboration 1 communication 1 communication technology 1 compassion 1 competition (biology) 1 competitor analysis 1 complementary assets 1 composite material 1 computability, logic, ai algorithms 1 computation and language 1 computer science applications 1 conceptualization 1 confidence interval 1 conformity 1 congruence (geometry) 1 constraint (computer-aided design) 1 construct (python library) 1 consumer 1 consumer education 1 consumer preferences 1 consumer products 1 contextual design 1 continuous strategic planning flexibility 1 corporate social responsibility 1 corporate vision 1 counterfactual conditional 1 creativity 1 credibility 1 cryptography and data security 1 cultural differences and values 1 culture, economy, and development studies 1 customer needs 1 data 1 data -driven decision making 1 data access 1 data bases 1 data collection 1 data processing 1 data rights 1 data science 1 data-driven decision making 1 database 1 debt overhang 1 decision authority 1 decision making 1 decision tree 1 decorrelation 1 deep technologies 1 deferred acceptance auction 1 dehumanization 1 deleveraging 1 delivery services 1 descriptive statistics 1 design to make 1 developing economies 1 difference in differences 1 differential privacy 1 digital disruption 1 digital economy and work transformation 1 dimension (graph theory) 1 dimensionality reduction 1 displacement 1 disruption 1 disruptive business model 1 diversity 1 domestic violence 1 double robustness 1 download 1 driver assistance 1 dynamic capital structure 1 dynamic programming 1 eating self-efficacy 1 economic and environmental valuation 1 economic coercion 1 economic dependency 1 economic policies and impacts 1 economic security 1 economic theories and models 1 economic theory and policy 1 education technology 1 educational technology 1 eigenvalues and eigenvectors 1 electrical engineering 1 embedding 1 emerging market 1 emerging technology 1 empirical welfare maximization 1 enculturation 1 end-to-end supply chain 1 energy 1 energy, environment, economic growth 1 enterprise market 1 enterprise software 1 entrepreneurship studies and influences 1 environmental health 1 equity risk 1 equity valuation 1 evaluation and performance assessment 1 evolutionary biology 1 excellence 1 exchange traded funds (ETFs) 1 explainable artificial intelligence (xai) 1 exploit 1 exponential family 1 export controls 1 external financing 1 fair value 1 fair value accounting 1 feature selection 1 feature vector 1 financial innovation 1 financial regulation 1 financial reporting and valuation research 1 financial risk and volatility modeling 1 financial technology 1 fintech 1 firm innovation and growth 1 flexibility (engineering) 1 fraction (chemistry) 1 framing (construction) 1 franchise 1 function (biology) 1 fund raising 1 fundamental analysis 1 gender studies 1 gender, labor, and family dynamics 1 gene 1 genealogy 1 general decision sciences 1 general economics, econometrics and finance 1 generalization 1 generative grammar 1 geoeconomics 1 geology 1 geomorphology 1 geopolitics 1 geotechnical engineering 1 global growth 1 go-to market strategy 1 governance 1 great rift 1 greedy algorithm 1 group (periodic table) 1 growth mindset 1 hardware 1 hazard ratio 1 health 1 health education 1 health promotion 1 health systems, economic evaluations, quality of life 1 healthcare operations and scheduling optimization 1 healthtech 1 heuristic 1 hidden variable theory 1 hierarchy 1 hindsight bias 1 homophily 1 human centered AI 1 human centered design 1 human resource management / organisational behaviour 1 human-as-machine representations 1 image (mathematics) 1 immigration 1 incentive auction 1 industry classification 1 information acquisition 1 information economy 1 information management 1 information quality 1 information retrieval 1 information sharing 1 information system 1 informational efficiency 1 informed and uninformed traders 1 initial public offering 1 innovation diffusion and forecasting 1 innovation management 1 innovation policy and r&d 1 innovative products 1 institutional investor 1 integer (computer science) 1 internal medicine 1 internalization 1 international student and expatriate challenges 1 interpersonal communication 1 interpersonal ties 1 intersection (aeronautics) 1 inventions 1 inventory management systems 1 investment 1 investor sentiment 1 issuer 1 jump 1 key (lock) 1 keynesian economics 1 knowledge management and sharing 1 knowledge space 1 labour economics 1 large language models 1 lasso (programming language) 1 lead (geology) 1 leverage 1 liability 1 linguistic alignment 1 loan 1 logarithm 1 logic, reasoning, and knowledge 1 machine 1 machine theory 1 management and organizational studies 1 market definition 1 market design 1 market dynamics 1 market share 1 market structure 1 market value 1 materials science 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 maximization 1 measure (data warehouse) 1 media influence and politics 1 medical devices 1 minimax regret 1 mispricing 1 missing data 1 mobile application 1 mobile crowdsensing and crowdsourcing 1 mobility 1 mode (computer interface) 1 model selection 1 monopoly 1 monte carlo method 1 motivation 1 multi-armed bandit 1 natural (archaeology) 1 natural language processing 1 neoclassical economics 1 net interest margin 1 neural networks and applications 1 nonprofit sector and volunteering 1 null (sql) 1 null hypothesis 1 null model 1 numerical analysis 1 object (grammar) 1 observational equivalence 1 offline learning 1 online education 1 online learning 1 open banking 1 open source software innovations 1 openness to experience 1 opinion dynamics and social influence 1 optimization and search problems 1 oracle 1 organ donation and transplantation 1 organizational ecology 1 organizational learning 1 outcome (game theory) 1 panel data 1 peer fi rm 1 perception 1 performance measurement 1 persistence (discontinuity) 1 personalization 1 persuasion 1 pharmaceutical 1 philosophy and history of science 1 pointwise 1 political economy 1 political elections 1 politics 1 pooling 1 position (finance) 1 positive economics 1 potential outcomes 1 predictive power 1 preference 1 prejudice 1 prejudice (legal term) 1 prestige 1 prevention of obesity 1 price discrimination 1 prices 1 pricing efficiency 1 principal (computer security) 1 privacy-preserving technologies in data 1 private equity and venture capital 1 private politics 1 probabilistic logic 1 process (computing) 1 process management 1 product adoption 1 product category 1 product improvement 1 profitability 1 propensity score 1 public opinion 1 public policy 1 public private partnerships 1 pure mathematics 1 purpose 1 quality (philosophy) 1 quantile 1 quantum 1 race (biology) 1 random assignment 1 randomized controlled trial 1 randomized controlled trials 1 randomized experiment 1 range (aeronautics) 1 ranking (information retrieval) 1 ratchet 1 ratchet effect 1 rational agent 1 rational inattention 1 real authority 1 recapitalization 1 receptiveness 1 recession 1 recommendation algorithms 1 regression analysis 1 regression discontinuity 1 regression discontinuity design 1 regulations 1 reinforcement learning in robotics 1 relevance (law) 1 relevant market 1 renal and vascular pathologies 1 renal transplantation outcomes and treatments 1 representation (politics) 1 residual 1 residual income valuation 1 return on assets 1 return on investment 1 revealed preference 1 revenue 1 revenue sharing 1 reverse clock auction 1 risk management 1 risk premium 1 robo-adviser 1 robot 1 robotics 1 robustness (evolution) 1 salient 1 sample (material) 1 sampling design 1 sanctions 1 scale (ratio) 1 scaling 1 scaling entrepreneurial ventures 1 school choice and performance 1 security services 1 selection bias 1 self-efficacy 1 semiconductors 1 semiparametric efficiency 1 sequence (biology) 1 shared mobility 1 sharing economy 1 sharing economy and platforms 1 signal (programming language) 1 similarity (geometry) 1 simulation 1 situated cognition 1 situational ethics 1 smoothness 1 social and intergroup psychology 1 social capital and networks 1 social enterprise 1 social impact 1 social movements 1 social power and status dynamics 1 social science 1 sociotropic politics 1 software development 1 software development industry 1 software enabled 1 software engineering 1 source perceptions 1 space (punctuation) 1 sparse estimation 1 spectrum auction 1 sports 1 stability (learning theory) 1 standard error 1 start-ups 1 state (computer science) 1 statistical hypothesis testing 1 statistical inference 1 stochastic processes and financial applications 1 stock issuance 1 strategic management 1 strategy formulation 1 student debt 1 sublinear function 1 supply chain disruptions 1 supply chain management 1 supply chain resilience 1 supply chains 1 survey data collection 1 tariffs 1 team dynamics and performance 1 technological innovation 1 technology and society 1 technology transformation 1 the internet 1 theoretical computer science 1 thompson sampling 1 topic modeling 1 tourism, leisure and hospitality management 1 trace (psycholinguistics) 1 tracking (education) 1 tradeoff theory of capital structure 1 trading costs 1 traditional medicine 1 transfer of learning 1 transplantation 1 transportation and mobility innovations 1 treasury 1 treatment effect 1 treatment effects 1 tree (set theory) 1 under-investment 1 unsupervised learning 1 variable (mathematics) 1 variation (astronomy) 1 venture capital 1 volatility (finance) 1 wage 1 wine industry and tourism 1 wireless communication security techniques 1 word (group theory) 1 word embedding 1 word use 1 workforce 1 workforce development 1 x-ray scanner 1 yield curve