171 Stanford GSB Faculty Publications

167 Working Papers 4 Articles

39 Susan Athey 13 Guido Imbens 9 Stefan Wager 7 Charles Lee 6 Mohsen Bayati 5 Gabriel Weintraub 5 Hanno Lustig 4 Amir Goldberg 4 David Kreps 4 Kostas Bimpikis 4 Paul Oyer 4 Sridhar Narayanan 3 Daniela Saban 3 Darrell Duffie 3 Harikesh Nair 3 Ilya A Strebulaev 3 Jonathan Berk 3 Joshua Rauh 3 Juliane Begenau 3 Nicholas Bloom 3 Renee Bowen 3 Robert Burgelman 3 Sarah Soule 2 Andrzej Skrzypacz 2 Dan Iancu 2 David Baron 2 Erica Plambeck 2 Ivan Marinovic 2 John Kepler 2 Katherine Casey 2 Mohammad Akbarpour 2 Navdeep Sahni 2 Rebecca Diamond 2 Saumitra Jha 2 Stefan Reichelstein 2 Steven Callander 2 William Barnett 2 Yonatan Gur 1 Adina Sterling 1 Amit Seru 1 Anat Admati 1 Arvind Krishnamurthy 1 Ben Hebert 1 Christopher Tonetti 1 Dana Foarta 1 Daniel Kessler 1 Ed deHaan 1 Elizabeth Blankespoor 1 J Harrison 1 Jeffrey Zwiebel 1 Jennifer Aaker 1 John Roberts 1 Jonathan Levin 1 Jules Binsbergen 1 Jungho Choi 1 Keith Krehbiel 1 Ken Shotts 1 Kenneth Singleton 1 Kevin Smith 1 Khashayar Khosravi 1 Kuang Xu 1 Lanier Benkard 1 Lawrence Wein 1 M. Kate Bundorf 1 Mary Barth 1 Michael Hannan 1 Michael Ostrovsky 1 Michal Kosinski 1 Neil Malhotra 1 Paul Pfleiderer 1 Peter DeMarzo 1 Sebastian Di Tella 1 Shoshana Vasserman 1 Stefanos Zenios 1 Stephen Comello 1 Steven Grenadier 1 Sven Beiker 1 Takuo Sugaya 1 Tim McQuade 1 Tunay Tunca 1 Victoria Vanasco 1 Weijie Zhong 1 Wesley Hartmann 1 Yossi Feinberg 1 Zhiguo He More

69 Economics 30 Finance 17 Accounting 15 Organizational Behavior 12 Political Economy 9 Marketing

1 Annals of Applied Probability 1 Journal of Economic Dynamics and Control 1 NBER Innovation Policy and the Economy 1 The Review of Financial Studies

171 computer science 98 economics 85 business 69 mathematics 60 artificial intelligence 48 machine learning 46 statistics 44 econometrics 43 finance 37 political science 36 microeconomics 34 law 33 accounting 33 programming language 29 biology 28 economics and econometrics 28 psychology 27 philosophy 25 management science and operations research 22 computer security 21 advanced causal inference techniques 21 auction theory and applications 21 engineering 21 marketing 21 physics 19 financial markets and investment strategies 19 industrial organization 18 advanced bandit algorithms research 18 corporate finance and governance 18 mathematical optimization 18 medicine 17 estimator 17 sociology 17 statistics and probability 16 algorithm 16 monetary economics 16 quantum mechanics 15 consumer market behavior and pricing 15 epistemology 14 economic growth 14 mathematical analysis 14 regret 14 value (mathematics) 14 world wide web 13 financial economics 13 inference 13 operating system 12 market economy 12 paleontology 12 perspective (graphical) 12 set (abstract data type) 11 archaeology 11 ecology 11 linguistics 11 mechanical engineering 11 politics 11 social psychology 10 actuarial science 10 auditing, earnings management, governance 10 causal inference 10 demography 10 geography 10 management 10 mathematical economics 10 population 10 public economics 9 context (archaeology) 9 data mining 9 strategy and management 8 banking stability, regulation, efficiency 8 chemistry 8 economic policies and impacts 8 economic theories and models 8 history 8 incentive 8 internet privacy 8 labour economics 8 leverage (statistics) 8 matching (statistics) 8 process management 8 regression 8 sociology and political science 7 asset (computer security) 7 competition (biology) 7 data science 7 digital platforms and economics 7 earnings 7 monetary policy and economic impact 7 statistical methods and inference 7 variance (accounting) 6 advertising 6 database 6 debt 6 experimental behavioral economics studies 6 fiscal policy and economic growth 6 game theory and applications 6 geometry 6 housing market and economics 6 knowledge management 6 labor market dynamics and wage inequality 6 macroeconomics 6 process (computing) 6 public relations 6 pure mathematics 6 state (computer science) 6 welfare 6 work (physics) 5 bayesian probability 5 biochemistry 5 combinatorics 5 counterfactual thinking 5 download 5 field (mathematics) 5 firm innovation and growth 5 game theory and voting systems 5 global financial crisis and policies 5 machine learning and algorithms 5 observational study 5 pedagogy 5 private equity and venture capital 5 productivity 5 radiology 5 revenue 5 selection (genetic algorithm) 5 social science 5 statistical methods and bayesian inference 5 statistical methods in clinical trials 5 stock (firearms) 4 aerospace engineering 4 average treatment effect 4 business strategy and innovation 4 capital asset pricing model 4 capital structure 4 class (philosophy) 4 climate change policy and economics 4 complex systems and time series analysis 4 data stream mining techniques 4 decision-making and behavioral economics 4 demographic economics 4 equity (law) 4 financial system 4 gender, labor, and family dynamics 4 investment (military) 4 law and economics 4 law, economics, and judicial systems 4 outcome (game theory) 4 pathology 4 product (mathematics) 4 profitability index 4 psychotherapist 4 sample size determination 4 term (time) 4 the internet 4 weighting 3 action (physics) 3 applied mathematics 3 bayesian modeling and causal inference 3 benchmark (surveying) 3 bond 3 budget constraint 3 cartography 3 cheap talk 3 cognitive psychology 3 common value auction 3 consumer behavior in brand consumption and identification 3 content (measure theory) 3 covariate 3 culture, economy, and development studies 3 curse of dimensionality 3 digital marketing and social media 3 disease 3 estimation 3 exchange rate 3 exploit 3 financial literacy, pension, retirement analysis 3 financial market 3 fiscal policies and political economy 3 gene 3 genetics 3 geodesy 3 geology 3 government (linguistics) 3 greedy algorithm 3 health systems, economic evaluations, quality of life 3 information systems 3 innovation policy and r&d 3 instrumental variable 3 limit (mathematics) 3 machine learning and data classification 3 market liquidity 3 matching 3 measure (data warehouse) 3 natural resource economics 3 panel data 3 parametric statistics 3 potential outcomes 3 production (economics) 3 propensity score matching 3 quality (philosophy) 3 random forest 3 randomized controlled trial 3 scale (ratio) 3 school choice and performance 3 service (business) 3 simple (philosophy) 3 smart grid energy management 3 social media 3 sports analytics and performance 3 telecommunications 3 thompson sampling 3 volatility (finance) 2 adaptation (eye) 2 affect (linguistics) 2 agriculture 2 anthropology 2 argument (complex analysis) 2 asset pricing 2 asset pricing models 2 auction theory 2 automotive engineering 2 bayesian inference 2 behavioral economics 2 capital (architecture) 2 capital investment and risk analysis 2 capital market 2 cash flow 2 categorical variable 2 causal effects 2 chromatography 2 climate change 2 communication 2 complex network analysis techniques 2 composite material 2 computer network 2 computer science applications 2 computer vision 2 confidence interval 2 confounding 2 consistency (knowledge bases) 2 construct (python library) 2 consumer retail behavior studies 2 contrast (vision) 2 control (management) 2 convergence (economics) 2 coronavirus disease 2019 (covid-19) 2 corporate finance 2 corporate governance 2 corporate social responsibility 2 counterfactual conditional 2 credibility 2 credit risk and financial regulations 2 cultural differences and values 2 database transaction 2 delegate 2 delegation 2 democracy 2 discretion 2 domain adaptation and few-shot learning 2 dynamics (music) 2 economic and environmental valuation 2 education 2 electrical engineering 2 enculturation 2 energy, environment, economic growth 2 english auction 2 entrepreneurship 2 environmental economics 2 environmental health 2 evolutionary biology 2 externality 2 factor models 2 feature (linguistics) 2 field experiment 2 filter (signal processing) 2 financial crisis 2 financial reporting and valuation research 2 forecasting techniques and applications 2 forward auction 2 gaussian 2 gender studies 2 general economics, econometrics and finance 2 government debt 2 health care 2 heuristic 2 heuristics 2 horse 2 human capital 2 immigration 2 infectious disease (medical specialty) 2 information retrieval 2 initial public offering 2 innovation and knowledge management 2 innovation diffusion and forecasting 2 interest rate 2 internal medicine 2 international student and expatriate challenges 2 interpretation (philosophy) 2 kernel (algebra) 2 kernel regression 2 labor movements and unions 2 loan 2 lottery 2 machine learning and elm 2 machine learning in healthcare 2 market efficiency 2 materials science 2 matrix (chemical analysis) 2 media influence and politics 2 minimax 2 misinformation and its impacts 2 mispricing 2 mobile crowdsensing and crowdsourcing 2 mode (computer interface) 2 multi-armed bandit 2 neuroscience 2 observable 2 oceanography 2 offset (computer science) 2 online advertising 2 open source software innovations 2 operations management 2 opinion dynamics and social influence 2 optimization and search problems 2 organic chemistry 2 pandemic 2 payroll 2 pension 2 personalization 2 pharmaceutical economics and policy 2 pharmaceutical industry and healthcare 2 pharmacology 2 platforms 2 political economy 2 preference 2 private politics 2 production 2 public administration 2 public good 2 range (aeronautics) 2 ranking (information retrieval) 2 realizability 2 regression discontinuity design 2 retirement, disability, and employment 2 risk analysis (engineering) 2 robustness (evolution) 2 safety research 2 sample (material) 2 sampling (signal processing) 2 scalability 2 scope (computer science) 2 shadow (psychology) 2 sharing economy and platforms 2 simplicity 2 situated 2 social and intergroup psychology 2 social movements 2 social networks 2 statistical and nonlinear physics 2 stochastic processes and financial applications 2 stock market 2 stock market forecasting methods 2 strategic management 2 supply chain 2 supply chain and inventory management 2 supply chain resilience and risk management 2 surgery 2 survey data collection 2 sustainable supply chain management 2 taxation and compliance studies 2 test (biology) 2 thermodynamics 2 traditional medicine 2 transparency (behavior) 2 transportation and mobility innovations 2 treatment effect 2 unique bid auction 2 urban, neighborhood, and segregation studies 2 valuation (finance) 2 variable (mathematics) 2 variety (cybernetics) 1 2019-20 coronavirus outbreak 1 A/B/N testing 1 ADAS 1 Bayesian persuasion 1 EDGAR search traffic 1 IT policy and management 1 Independent dynamic random matching 1 MMT 1 Markov chain 1 a-weighting 1 accountability 1 accounting fraud 1 accrual 1 adversarial system 1 age of information optimization 1 agency 1 agency (philosophy) 1 agency costs of debt 1 aggregate productivity 1 agricultural economics 1 alignment 1 alternative hypothesis 1 amortization 1 analysts 1 and multifactor productivity 1 and welfare 1 anthropological studies and insights 1 appeal 1 arithmetic 1 art history and market analysis 1 assemble-to-order 1 assembly line balancing optimization 1 assortment optimization 1 astronomy 1 astrophysics 1 asymmetric and private information 1 asymptotically optimal algorithm 1 attention effects 1 audit 1 audit opinions 1 audit process 1 audit report 1 authoritarianism 1 automated driving 1 automation 1 automotive industry 1 autonomous driving 1 autonomous vehicles 1 balance (ability) 1 balance sheet 1 bank equity 1 bankruptcy costs 1 baseline (sea) 1 behavioral decision making 1 behavioral finance 1 behavioral operations 1 behavioural economics 1 benchmarking 1 benchmarks 1 benford’s law and fraud detection 1 bidding 1 big data 1 binary number 1 blockchain technology applications and security 1 boom 1 botany 1 business and economic development 1 capacity 1 capital 1 capital regulation 1 capitalization 1 carbon fibers 1 carving 1 cash 1 cash flow life cycle 1 causal model 1 cell 1 census 1 central limit theorem 1 centrality 1 channel (broadcasting) 1 chaotic 1 child development and digital technology 1 china 1 chinese firms 1 chronic disease 1 cities 1 classifier (uml) 1 clinical practice guidelines implementation 1 club deal 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 co-search 1 coalitions 1 coevolution 1 cognition 1 cold start (automotive) 1 commerce 1 commercial law 1 commodity 1 communication source 1 competitor analysis 1 complementarities 1 complementarity (molecular biology) 1 complexity 1 component (thermodynamics) 1 composite number 1 comprehension 1 computability, logic, ai algorithms 1 conceptual framework 1 conceptualization 1 conformity 1 conglomerate 1 conglomerates 1 congruence (geometry) 1 conservation, biodiversity, and resource management 1 constraint (computer-aided design) 1 consumer privacy 1 content platforms 1 contextual bandit 1 contextual design 1 continuous-time 1 coordination 1 corporate taxation and avoidance 1 cost 1 covid-19 and healthcare impacts 1 covid-19 pandemic impacts 1 cross-country output convergence 1 crowds 1 cryptocurrency 1 cryptography and data security 1 culture 1 currency 1 data collection 1 data-driven optimization 1 dating markets 1 debt overhang 1 decentralization 1 deception 1 decision tree 1 decorrelation 1 deforestation (computer science) 1 delay constraints 1 deleveraging 1 demography and aging 1 design of experiments 1 developing country 1 development economics 1 difference in differences 1 differential privacy 1 diffusion 1 digital advertising 1 digital currency 1 digital economy and work transformation 1 dimension (graph theory) 1 dimensionality reduction 1 direct-to-consumer advertising 1 disclosure 1 discontinuity (linguistics) 1 discussion boards 1 display advertising 1 disruption 1 disruption risk 1 distribution (mathematics) 1 diverse educational innovations studies 1 diversification 1 diversity 1 diversity (politics) 1 dividend 1 double robustness 1 downstream (manufacturing) 1 dreyfus model of skill acquisition 1 driver assistance 1 dynamic bargaining 1 dynamic capital structure 1 dynamic games 1 ecommerce 1 economic and technological innovation 1 economic capital 1 economic development and digital transformation 1 economic geography 1 economic growth and development 1 economic growth and productivity 1 economic policy 1 economic research 1 economic surplus 1 economic theory and institutions 1 economic theory and policy 1 economic, financial, and policy analysis 1 economics of IS 1 economics of agriculture and food markets 1 economies of agglomeration 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 elections 1 electoral systems and political participation 1 electric power system 1 electrical and electronic engineering 1 electricity 1 electricity market 1 electrode 1 electrolysis 1 electrolyte 1 electronic medical record 1 elite sociology and global capitalism 1 embedding 1 empirical evidence 1 empirical studies of economic growth 1 empirical welfare maximization 1 endocrinology 1 energy and environment impacts 1 energy, environment, and transportation policies 1 engineering ethics 1 enterprise value 1 entrepreneurship studies and influences 1 environmental engineering 1 environmental impact assessment 1 environmental movement 1 environmental policy 1 environmental resource management 1 environmental science 1 environmentalism 1 equity risk 1 equity valuation 1 ethnic conflict 1 ethnic group 1 ethnic violence 1 eurobond 1 european monetary and fiscal policies 1 evaluation and performance assessment 1 event (particle physics) 1 event study 1 evolutionary games 1 ex parte 1 exact law of large numbers 1 exchange rates 1 exchange traded funds (ETFs) 1 executive compensation 1 existentialism 1 expected returns 1 expediting 1 experimental design 1 experimentation 1 explainable artificial intelligence (xai) 1 exponential family 1 exponential growth 1 expropriation 1 extant taxon 1 external financing 1 extremum estimator 1 face (sociological concept) 1 factor (programming language) 1 fair value 1 fair value accounting 1 fallacy 1 false advertising 1 family medicine 1 feature selection 1 feature vector 1 field experiments 1 financial institutions 1 financial intermediary 1 financial literacy 1 financial plan 1 financial regulation 1 financial reporting 1 financial risk and volatility modeling 1 financial transaction 1 firm value 1 fiscal theory of the price level 1 fixed effects model 1 flexibility (engineering) 1 float (project management) 1 forcing (mathematics) 1 fraction (chemistry) 1 framing (construction) 1 function (biology) 1 functional equations stability results; mathematical dynamics and fractals; markov chains and monte carlo methods 1 fundamental analysis 1 gambling behavior and treatments 1 game theory 1 gender diversity and inequality 1 genealogy 1 general agricultural and biological sciences 1 general decision sciences 1 general equilibrium theory 1 general health professions 1 generalization 1 generalized propensity score 1 generalized second-price auction 1 generative grammar 1 generosity 1 geomorphology 1 geotechnical engineering 1 global energy and sustainability research 1 global financial regulation and crises 1 global health care issues 1 global positioning system 1 global trade and economics 1 government bond 1 government revenue 1 gravity equation 1 great rift 1 greedy algorithms 1 greedy randomized adaptive search procedure 1 gridlock 1 group (periodic table) 1 hazard ratio 1 health 1 healthcare operations and scheduling optimization 1 healthcare policy and management 1 hidden variable theory 1 hierarchy 1 hindsight bias 1 home bias 1 homelessness and social issues 1 homophily 1 households and firms 1 human capital disclosure 1 identification (biology) 1 image (mathematics) 1 imitation 1 impact of technology on adolescents 1 imperfect 1 inclusion (mineral) 1 index (typography) 1 industrial and manufacturing engineering 1 industry classification 1 information & technology 1 information acquisition 1 information asymmetry 1 information constraints 1 information privacy 1 information quality 1 information science -- economic aspects 1 information system 1 informational efficiency 1 informed and uninformed traders 1 innovation and invention: processes and incentives 1 innovation management 1 innovations in educational methods 1 insider trading 1 institutional investor 1 institutions 1 insurance and financial risk management 1 insurance policy 1 integer (computer science) 1 intensive care medicine 1 interference (communication) 1 intergenerational family dynamics and caregiving 1 intermediary 1 intermediation 1 internalization 1 international finance and macroeconomics 1 international risk sharing 1 international trade 1 interpersonal communication 1 interpersonal ties 1 intersection (aeronautics) 1 interview 1 inventory 1 investment 1 investor sentiment 1 isolation (microbiology) 1 issuer 1 job search 1 journalism 1 jump 1 key (lock) 1 key person insurance 1 keynesian economics 1 knowledge management and sharing 1 knowledge space 1 knowledge spillover 1 labor compensation 1 labor economics 1 landlord 1 lasso (programming language) 1 lead (geology) 1 learning 1 ledger 1 leverage 1 libor 1 license 1 life expectancy 1 life insurance 1 linear model 1 linear programming 1 linguistic alignment 1 listing requirements 1 livelihood 1 logarithm 1 logic, reasoning, and knowledge 1 logistic regression 1 long-term care 1 long-term care insurance 1 loyalty 1 m-estimator 1 macro 1 macroeconomics consumption and investment 1 macroeconomics: production 1 management and organizational studies 1 management science 1 mandate 1 manipulation 1 margin (machine learning) 1 marginal cost 1 marginal utility 1 market capitalization 1 market contention 1 market definition 1 market design 1 market segmentation 1 market share 1 market structure 1 market value 1 matching markets 1 matrix completion 1 matrix norm 1 maximization 1 mean squared error 1 meaning 1 meaning (existential) 1 meaning-making 1 mechanism design 1 medical emergency 1 medical prescription 1 medical record 1 mental health research topics 1 merger and competition analysis 1 microbiology 1 microdata (statistics) 1 microfinance 1 middle management 1 minimax regret 1 misinformation 1 missing data 1 model parameter 1 model selection 1 monopoly 1 monte carlo method 1 multi-armed bandits 1 multi-level treatments 1 multi-sourcing 1 multimedia communication and technology 1 mutual fund flows 1 natural (archaeology) 1 natural language processing 1 negotiation 1 neoclassical economics 1 net interest income 1 net interest margin 1 neural networks and applications 1 new product development 1 nike 1 nominate 1 nomination 1 nonlinear system 1 nonprofit sector and volunteering 1 normative 1 null (sql) 1 null hypothesis 1 null model 1 nursing 1 object (grammar) 1 observational equivalence 1 occupational and professional licensing regulation 1 odds 1 offline learning 1 oil palm production and sustainability 1 oncology 1 online and blended learning 1 online learning 1 online learning and analytics 1 online platforms 1 open source 1 open source software 1 openness to experience 1 operational volatility 1 operations 1 operations research 1 opportunism 1 optics 1 optimism in the face of uncertainty 1 oracle 1 order (exchange) 1 organ donation and transplantation 1 organizational ecology 1 organizational learning 1 organizations 1 outbreak 1 outreach 1 outside options 1 overlapping generations model 1 parameter identification problem 1 pareto optimal 1 pareto principle 1 partial equilibrium 1 path (computing) 1 path dependence 1 pay equity 1 payment 1 peace 1 peer firm 1 pension cost 1 pension freezes 1 pensions 1 perception 1 performance measurement 1 persistence (discontinuity) 1 persistent performance differences 1 personnel selection 1 persuasion 1 philosophy and history of science 1 physical medicine and rehabilitation 1 plan (archaeology) 1 pointwise 1 polarization 1 policy stability 1 political influence and corporate strategies 1 political polarization 1 political risk 1 political selection 1 pooling 1 portfolio 1 portfolio selection and asset pricing 1 position (finance) 1 positive economics 1 poverty, education, and child welfare 1 power (physics) 1 power to gas 1 power-to-gas 1 predictive power 1 prejudice 1 prejudice (legal term) 1 present value 1 prestige 1 price discrimination 1 pricing efficiency 1 primaries 1 principal (computer security) 1 prioritization 1 privacy-preserving technologies in data 1 private equity 1 private equity firm 1 private equity fund 1 private information 1 private information retrieval 1 private-equity (PIPE) financing 1 probabilistic logic 1 procurement 1 product category 1 profit (economics) 1 profitability 1 propensity score 1 property rights 1 protest 1 proxy bid 1 psychiatry 1 psychological intervention 1 public opinion 1 public policy 1 quality and supply management 1 quantile 1 quantum 1 race (biology) 1 rainbow 1 random assignment 1 random mutation 1 randomization 1 randomized experiment 1 randomness 1 rank (graph theory) 1 ranking 1 ratchet 1 ratchet effect 1 rational agent 1 rational inattention 1 real options 1 recapitalization 1 receipt 1 receptivity 1 recession 1 recognition effects 1 recommendation algorithms 1 recommender system 1 recommender systems and techniques 1 reduction (mathematics) 1 reference rate reform 1 regression analysis 1 regression discontinuity 1 regulation and compliance studies 1 regulator 1 regulatory reform 1 reinforcement learning 1 reinforcement learning in robotics 1 relation (database) 1 relevance (law) 1 relevant market 1 religion 1 renal and vascular pathologies 1 renal transplantation outcomes and treatments 1 renewable energy 1 rental housing 1 renting 1 repeated games 1 representation (politics) 1 reputation 1 residual 1 residual income valuation 1 retirement 1 retirement, disability, and employment; financial literacy, pension, retirement analysis; global health care issues 1 return on assets 1 revealed preference 1 revenue equivalence 1 revenue sharing 1 reverse mergers 1 risk premium 1 road pricing More