97 Stanford GSB Faculty Publications

61 Working Papers 24 Articles 12 Cases

36 Susan Athey 9 Stefan Wager 7 Guido Imbens 6 Jennifer Aaker 5 Mohsen Bayati 4 Jann Spiess 3 Amir Goldberg 3 Fei-Fei Li 3 Harikesh Nair 3 Ilya A Strebulaev 3 Michal Kosinski 3 Paul Oyer 2 Amit Seru 2 J Harrison 2 Jens Hainmueller 2 Joshua Rauh 2 Lawrence Wein 2 Lihua Lei 2 Steve Ciesinski 1 Charles Lee 1 Erica Plambeck 1 Federico Antoni 1 George Foster 1 Howard Rosen 1 Juliane Begenau 1 Katherine Casey 1 Ken Shotts 1 Kevin Schulman 1 Khashayar Khosravi 1 Kristine Koutout 1 Kuang Xu 1 Laura Blattner 1 Mark Leslie 1 Peter Reiss 1 Rebecca Diamond 1 Sara Singer 1 Sebastian Di Tella 1 Sridhar Narayanan 1 Yonatan Gur 1 Yuyan Wang More

44 Economics 11 Marketing 9 Finance 7 Organizational Behavior 4 Political Economy 2 Accounting

2 Journal of Econometrics 2 Journal of Statistical Software 2 Proceedings of the National Academy of Sciences 1 American Economic Association Papers and Proceedings 1 Annals of Statistics 1 Health Care Management Review 1 IEEE Access 1 International Journal of Methods in Psychiatric Research 1 Journal of Economic Perspectives 1 Journal of the Royal Statistical Society, Series B: Statistical Methodology 1 Management Science 1 Marketing Science 1 Operations Research 1 Psychological Science 1 Quantitative Marketing and Economics 1 Sociological Methods & Research 1 The American Economic Review 1 The Annals of Applied Statistics 1 The Review of Financial Studies 1 The University of Chicago Law Review 1 User Modeling and User-Adapted Interaction More

97 machine learning 48 computer science 39 artificial intelligence 29 mathematics 25 economics 21 econometrics 20 business 19 statistics 14 finance 13 management science and operations research 13 philosophy 13 regret 13 value (mathematics) 12 accounting 12 advanced bandit algorithms research 12 mathematical optimization 11 causal inference 11 microeconomics 10 law 10 political science 9 advanced causal inference techniques 9 entrepreneurship 9 programming language 8 biology 8 corporate finance and governance 8 inference 8 physics 7 epistemology 7 estimator 7 mathematical analysis 7 psychology 7 quantum mechanics 7 regression 6 economics and econometrics 6 leverage (statistics) 5 algorithm 5 engineering 5 financial economics 5 human well-being 5 human-centered 5 industrial organization 5 linguistics 5 monetary economics 5 set (abstract data type) 5 statistics and probability 4 archaeology 4 auction theory and applications 4 counterfactual thinking 4 data mining 4 geography 4 incentive 4 labor market dynamics and wage inequality 4 labour economics 4 machine learning and algorithms 4 market economy 4 marketing 4 medicine 4 natural language processing 4 observational study 4 paleontology 4 politics 4 selection (genetic algorithm) 4 sociology 3 actuarial science 3 banking stability, regulation, efficiency 3 budget constraint 3 capital structure 3 classification 3 computer security 3 consumer market behavior and pricing 3 context (archaeology) 3 covariate 3 data stream mining techniques 3 debt 3 decision-making and behavioral economics 3 demography 3 ethics 3 explainability 3 firm innovation and growth 3 greedy algorithm 3 history 3 housing market and economics 3 machine learning and data classification 3 management 3 mathematical economics 3 mechanical engineering 3 methodology 3 perspective (graphical) 3 population 3 prediction 3 private equity and venture capital 3 public economics 3 responsible 3 simple (philosophy) 3 social media 3 social psychology 3 statistical methods in clinical trials 3 thompson sampling 3 variance (accounting) 3 world wide web 2 AI 2 EdgeRank 2 R 2 Stata 2 action (physics) 2 advertising content 2 bayesian modeling and causal inference 2 bayesian probability 2 benchmark (surveying) 2 bias 2 big data 2 chemistry 2 class (philosophy) 2 cognitive psychology 2 computation and language 2 computer vision 2 confounding 2 consumer engagement 2 corporate finance 2 corporate governance 2 counterfactual conditional 2 curse of dimensionality 2 domain adaptation and few-shot learning 2 earnings 2 economic growth 2 economic theories and models 2 empirical research 2 equity (law) 2 estimation 2 experimental behavioral economics studies 2 exploit 2 externality 2 fairness 2 feature (linguistics) 2 financial literacy, pension, retirement analysis 2 financial markets and investment strategies 2 game theory and voting systems 2 geodesy 2 geometry 2 grocery 2 heterogeneous treatment effects 2 innovation policy and r&d 2 instrumental variable 2 internal medicine 2 inventory 2 investment (military) 2 law, economics, and judicial systems 2 loan 2 machine learning and elm 2 machine learning in healthcare 2 marketing communication 2 minimax 2 mobile crowdsensing and crowdsourcing 2 multi-armed bandit 2 observable 2 operating system 2 payroll 2 pension 2 random forest 2 retirement, disability, and employment 2 selection 2 simplicity 2 social science 2 sociology and political science 2 start-up 2 statistical methods and inference 2 technology 2 variety (cybernetics) 2 work (physics) 1 Facebook 1 G30 1 Monte Carlo method 1 Montessori 1 News Feed algorithm 1 O34 1 accrual 1 adaptive learning 1 adaptive multiple testing 1 adversarial system 1 aerospace engineering 1 age of information optimization 1 agency 1 algorithms 1 amortization 1 and cluster computing 1 anti-discrimination law 1 artificial intellience 1 ask strings 1 assemble-to-order 1 assembly line balancing optimization 1 astrophysics 1 asymptotically optimal algorithm 1 augmentation 1 automation 1 autonomy 1 average treatment effect 1 balance sheet 1 bayesian inference 1 bibliographical citations 1 big five personality 1 biochemistry 1 botany 1 business enterprises 1 capital (architecture) 1 capital asset pricing model 1 capitalization 1 cartography 1 cash 1 categorical variable 1 causal effects 1 causal model 1 censored data 1 census 1 charitable giving 1 children 1 chip 1 classifier (uml) 1 climate 1 clinical practice guidelines implementation 1 cloud 1 club deal 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 cognition 1 collaboration 1 combinatorics 1 commercial law 1 compassion 1 competition (biology) 1 computer 1 confidence interval 1 conformal p-values 1 conformal prediction 1 conformity 1 conglomerate 1 conglomerates 1 congruence (geometry) 1 consistency 1 consistency (knowledge bases) 1 constrained optimization 1 constraint (computer-aided design) 1 consumer behavior 1 consumer demand 1 consumer preferences 1 content engineering 1 contextual bandit 1 contextual design 1 corporate taxation and avoidance 1 counterfactuals (logic) 1 credibility 1 credit risk and financial regulations 1 crime solving 1 cultural differences and values 1 culture 1 culture, economy, and development studies 1 data collection 1 data science 1 database 1 decision authority 1 decision making 1 decision tree 1 decorrelation 1 deep learning 1 deep technologies 1 defaults 1 delay constraints 1 democracy 1 demographic economics 1 descriptive statistics 1 design 1 developing economies 1 differential privacy 1 digital economy and work transformation 1 dimensionality reduction 1 displacement 1 distributed 1 distribution (mathematics) 1 diversification 1 diversity 1 domestic violence 1 donation behavior 1 double robustness 1 dynamical systems 1 ecology 1 economic and environmental valuation 1 economic capital 1 economic geography 1 economic growth and development 1 economic policies and impacts 1 economies of agglomeration 1 education 1 education technology 1 embedding 1 emerging market 1 emerging technology 1 empirical welfare maximization 1 energy, environment, economic growth 1 enterprise value 1 entrepreneur 1 environmental health 1 equity risk 1 equity valuation 1 error analysis in mathematics 1 estimating individualized treatment 1 evolutionary biology 1 excellence 1 executive compensation 1 expediting 1 explainable artificial intelligence (xai) 1 exponential family 1 expropriation 1 eye care 1 face (sociological concept) 1 facebook 1 fair value 1 fair value accounting 1 false discovery rate 1 feature analysis 1 feature selection 1 feature vector 1 field experiment 1 field experiments 1 field research 1 filter (signal processing) 1 financial crisis 1 financial intermediary 1 financial literacy 1 financial market 1 financial plan 1 financial reporting and valuation research 1 financial system 1 financial technology 1 fintech 1 firm value 1 fiscal policy and economic growth 1 fix-point estimation 1 food-delivery platform 1 forecasting techniques and applications 1 forensic science 1 foundation models 1 framing (construction) 1 franchise 1 fresh foods 1 function (biology) 1 fundamental analysis 1 game theory and applications 1 gaussian 1 gender wage gap 1 gene 1 general economics 1 generalization 1 generative adversarial networks 1 generative grammar 1 generosity 1 genetics 1 global operations 1 governance 1 government (linguistics) 1 greedy algorithms 1 greedy randomized adaptive search procedure 1 group (periodic table) 1 hardware 1 hazard ratio 1 health care 1 health care services 1 health information management 1 health management 1 health systems, economic evaluations, quality of life 1 healthcare operations and scheduling optimization 1 healthtech 1 heuristic 1 hidden variable theory 1 hindsight bias 1 history of labor 1 horse 1 hospitals 1 human capital 1 ideation 1 identification (biology) 1 immigration 1 implementation 1 industrial and manufacturing engineering 1 information constraints 1 information systems 1 information theory 1 initial public offering 1 innovation 1 institutional investor 1 integer (computer science) 1 intermediary 1 intermediation 1 international trade 1 internet marketing 1 interpersonal communication 1 interpretation (philosophy) 1 intersection (aeronautics) 1 inventors 1 key (lock) 1 knockoff 1 knowledge spillover 1 labor compensation 1 labor economics 1 language models 1 large-scale data 1 lasso (programming language) 1 lending 1 linear model 1 linear programming 1 logarithm 1 logistic regression 1 lottery 1 loyalty 1 machine theory 1 macroeconomics 1 margin (machine learning) 1 market capitalization 1 market efficiency 1 market value 1 matching (statistics) 1 mathematical models 1 media influence and politics 1 medical care 1 medical devices 1 medical laboratories 1 microarray data 1 microdata (statistics) 1 minimax regret 1 mode (computer interface) 1 model parameter 1 model selection 1 models 1 monetary policy and economic impact 1 monte carlo method 1 moonshot 1 motivation 1 multi-objective optimization 1 multi-sided marketplace 1 multiple testing 1 multivariate regression 1 music 1 neoclassical economics 1 neural network 1 neural networks 1 neural networks and applications 1 neuroscience 1 nominate 1 nomination 1 nonlinear system 1 novelty detection 1 nudge theory 1 nudges 1 numerical analysis 1 object (grammar) 1 observational equivalence 1 occupational and professional licensing regulation 1 odds 1 offline learning 1 online behavior 1 online learning 1 open data 1 open materials 1 operations management 1 opinion dynamics and social influence 1 optimism in the face of uncertainty 1 optimization 1 optimization and search problems 1 oracle 1 order (exchange) 1 organic chemistry 1 organizations 1 outcome (game theory) 1 parallel 1 parameter identification problem 1 parametric statistics 1 patent databases 1 pay equity 1 pension cost 1 pension freezes 1 pensions 1 perception 1 performance measurement 1 personality 1 personality studies 1 personalization 1 personalized policies 1 plan (archaeology) 1 pointwise 1 policy targeting 1 political risk 1 political selection 1 pooling 1 present value 1 price sensitivity 1 primaries 1 prioritization 1 private equity 1 private equity firm 1 private equity fund 1 probabilistic logic 1 process (computing) 1 process management 1 product (mathematics) 1 product attributes 1 product category 1 production 1 production (economics) 1 productivity 1 profit (economics) 1 profitability index 1 project management 1 propensity score matching 1 psychotherapist 1 public administration 1 public good 1 public healthcare 1 public relations 1 purchase history data 1 purpose 1 qualitative study 1 quantum 1 radiology 1 randomized clinical-trials 1 randomized controlled trial 1 randomized controlled trials 1 randomized experiment 1 randomness 1 real authority 1 realizability 1 recommender systems 1 regression analysis 1 regression discontinuity 1 regression discontinuity design 1 reinforcement learning 1 relevance (law) 1 representation (politics) 1 reputation 1 research personnel 1 residual income valuation 1 retirement 1 retirement, disability, and employment; financial literacy, pension, retirement analysis; global health care issues 1 revenue 1 robo-adviser 1 robust control 1 robustness (evolution) 1 salary 1 sampling (signal processing) 1 scalability 1 scale (ratio) 1 scheduling and optimization algorithms 1 securitization 1 sedimentary rock 1 selection bias 1 semiparametric efficiency 1 separation (statistics) 1 separation principle 1 sequence (biology) 1 sexual assaults 1 shadow (psychology) 1 shareholder 1 shareholder value 1 signal (programming language) 1 situated 1 situated cognition 1 situational ethics 1 smart grid energy management 1 social and intergroup psychology 1 social impact 1 social media research 1 social network 1 social networks 1 social power and status dynamics 1 social sciences 1 software 1 software development 1 software enabled 1 software engineering 1 spillover effect 1 sports analytics and performance 1 stability (learning theory) 1 standard deviation 1 state observer 1 statistical methods and bayesian inference 1 statistical models 1 statistics theory 1 stochastic gradient optimization techniques 1 stochastic linear bandit 1 stochastic optimal control 1 stock (firearms) 1 stock market 1 strategy and general management 1 strategy and management 1 structural-change 1 student financial aid 1 sublinear function 1 supervised learning 1 supply chain 1 supply chain and inventory management 1 survey data collection 1 survival analysis 1 symbolic boundaries 1 systematic risk 1 systems engineering 1 technology platforms 1 tests 1 theology 1 topic modeling 1 transfer of learning 1 treatment effect heterogeneity 1 treatment effects 1 treatment heterogeneity 1 treatment rules 1 tree 1 tree (set theory) 1 uncertainty 1 uncertainty (information theory) 1 unsupervised learning 1 upper and lower bounds 1 use case 1 user generated content 1 valuation (finance) 1 value creation 1 variable (mathematics) 1 variation (astronomy) 1 variational inference 1 venture capital 1 volatility (finance) 1 wage 1 weighting 1 welfare 1 word (group theory) 1 word embedding 1 workforce More