55 Working Papers 31 Articles 12 Cases

98 Stanford GSB Faculty Publications

40 Susan Athey 9 Stefan Wager 7 Guido Imbens 6 Jennifer Aaker 5 Jann Spiess 4 Michal Kosinski 4 Mohsen Bayati 3 Amit Seru 3 Fei-Fei Li 3 Harikesh Nair 3 Ilya A Strebulaev 3 Lihua Lei 3 Paul Oyer 2 Jens Hainmueller 2 Joshua Rauh 2 Kristine Koutout 2 Lawrence Wein 2 Steve Ciesinski 1 Amir Goldberg 1 David Melnikoff 1 Douglas Guilbeault 1 Federico Antoni 1 George Foster 1 Gregory Martin 1 Howard Rosen 1 J Harrison 1 Kevin Schulman 1 Khashayar Khosravi 1 Kuang Xu 1 Laura Blattner 1 Mark Leslie 1 Peter Reiss 1 Sara Singer 1 Shoshana Vasserman 1 Sridhar Narayanan 1 Yonatan Gur More

48 Economics 10 Marketing 9 Finance 8 Organizational Behavior 3 Political Economy 1 Accounting

4 Proceedings of the National Academy of Sciences 2 Annals of Statistics 2 Journal of Econometrics 2 Journal of Statistical Software 2 Management Science 2 Quantitative Marketing and Economics 2 The Review of Financial Studies 2 The University of Chicago Law Review 1 Cognitive Science 1 Econometrica 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 Operations Research 1 Psychological Science 1 Sociological Methods & Research 1 The American Economic Review 1 The Annals of Applied Statistics 1 User Modeling and User-Adapted Interaction More

98 machine learning 33 computer science 32 artificial intelligence 22 mathematics 21 econometrics 17 economics 15 statistics 13 business 11 causal inference 9 accounting 9 entrepreneurship 9 management science and operations research 9 philosophy 9 regret 8 advanced bandit algorithms research 8 finance 8 mathematical optimization 7 advanced causal inference techniques 7 inference 6 biology 6 estimator 6 law 6 physics 6 political science 6 programming language 6 psychology 6 value (mathematics) 5 corporate finance and governance 5 human well-being 5 human-centered 5 methodology 5 microeconomics 5 natural language processing 5 quantum mechanics 4 algorithm 4 classification 4 computation and language 4 data mining 4 engineering 4 epistemology 4 financial economics 4 linguistics 4 management 4 mathematical analysis 4 regression 4 social media 4 statistics and probability 3 EdgeRank 3 advertising content 3 auction theory and applications 3 big data 3 computer security 3 consumer engagement 3 counterfactual thinking 3 covariate 3 decision-making and behavioral economics 3 demography 3 economics and econometrics 3 ethics 3 explainability 3 geography 3 grocery 3 labor market dynamics and wage inequality 3 labour economics 3 leverage (statistics) 3 machine learning and algorithms 3 machine learning and data classification 3 market economy 3 marketing 3 marketing communication 3 mechanical engineering 3 medicine 3 observational study 3 paleontology 3 population 3 prediction 3 private equity and venture capital 3 responsible 3 selection 3 sociology 3 variance (accounting) 2 AI 2 Facebook 2 News Feed algorithm 2 R 2 Stata 2 action (physics) 2 actuarial science 2 adaptive multiple testing 2 algorithms 2 and cluster computing 2 anti-discrimination law 2 ask strings 2 banking stability, regulation, efficiency 2 bayesian modeling and causal inference 2 bayesian probability 2 benchmark (surveying) 2 bias 2 bibliographical citations 2 budget constraint 2 capital structure 2 charitable giving 2 chemistry 2 computer vision 2 conformal p-values 2 confounding 2 consumer demand 2 content engineering 2 context (archaeology) 2 corporate finance 2 debt 2 decision making 2 defaults 2 distributed 2 domain adaptation and few-shot learning 2 donation behavior 2 dynamical systems 2 estimation 2 exploit 2 fairness 2 false discovery rate 2 feature (linguistics) 2 field experiments 2 geodesy 2 geometry 2 greedy algorithm 2 heterogeneous treatment effects 2 housing market and economics 2 industrial organization 2 innovation policy and r&d 2 inventors 2 knockoff 2 machine learning and elm 2 machine learning in healthcare 2 mathematical economics 2 minimax 2 monetary economics 2 neural network 2 novelty detection 2 operating system 2 parallel 2 patent databases 2 payroll 2 pension 2 personalized policies 2 politics 2 purchase history data 2 random forest 2 reinforcement learning 2 retirement, disability, and employment 2 selection (genetic algorithm) 2 set (abstract data type) 2 simple (philosophy) 2 social psychology 2 sociology and political science 2 start-up 2 statistical methods and inference 2 statistical methods in clinical trials 2 technology 2 thompson sampling 2 variational inference 2 work (physics) 2 world wide web 1 G30 1 Monte Carlo method 1 Montessori 1 O34 1 accrual 1 adaptive learning 1 adversarial system 1 aerospace engineering 1 age of information optimization 1 amortization 1 archaeology 1 artificial intellience 1 astrophysics 1 asymptotically optimal algorithm 1 augmentation 1 automation 1 autonomy 1 average treatment effect 1 balance sheet 1 bayesian inference 1 big five personality 1 biochemistry 1 botany 1 business enterprises 1 capital asset pricing model 1 capitalization 1 cartography 1 categorical variable 1 causal effects 1 causal model 1 censored data 1 census 1 children 1 chip 1 class (philosophy) 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 cognitive psychology 1 collaboration 1 color 1 combinatorics 1 commercial law 1 compassion 1 competition (biology) 1 computer 1 confidence interval 1 conformal prediction 1 consistency (knowledge bases) 1 constraint (computer-aided design) 1 consumer market behavior and pricing 1 consumer preferences 1 contextual design 1 counterfactual conditional 1 counterfactuals (logic) 1 credibility 1 credit risk and financial regulations 1 crime solving 1 culture 1 curse of dimensionality 1 data collection 1 data science 1 data stream mining techniques 1 database 1 decision authority 1 decision tree 1 decorrelation 1 deep learning 1 deep technologies 1 delegation 1 design 1 developing economies 1 differential privacy 1 digital economy and work transformation 1 dimensionality reduction 1 displacement 1 diversity 1 domestic violence 1 earnings 1 ecology 1 economic and environmental valuation 1 economic capital 1 economic growth 1 economic theories and models 1 economies of agglomeration 1 education 1 education technology 1 embedding 1 embodiment 1 emerging market 1 emerging technology 1 empirical research 1 energy, environment, economic growth 1 entrepreneur 1 environmental health 1 equity (law) 1 error analysis in mathematics 1 excellence 1 experimental behavioral economics studies 1 explainable artificial intelligence (xai) 1 exponential family 1 eye care 1 face (sociological concept) 1 facebook 1 feature analysis 1 feature selection 1 feature vector 1 field experiment 1 filter (signal processing) 1 financial literacy 1 financial literacy, pension, retirement analysis 1 financial markets and investment strategies 1 financial plan 1 financial system 1 financial technology 1 fintech 1 firm innovation and growth 1 firm value 1 fix-point estimation 1 forecasting techniques and applications 1 forensic science 1 foundation models 1 franchise 1 fresh foods 1 game theory and applications 1 game theory and voting systems 1 gaussian 1 gene 1 general economics 1 generalization 1 generative adversarial networks 1 generative grammar 1 generosity 1 genetics 1 global operations 1 governance 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 1 horse 1 hospitals 1 human capital 1 ideation 1 identification (biology) 1 implementation 1 incentive 1 information theory 1 initial public offering 1 innovation 1 instrumental variable 1 integer (computer science) 1 intermediation 1 internal medicine 1 internet marketing 1 interpretation (philosophy) 1 intersection (aeronautics) 1 inventory 1 investment (military) 1 journalistic impact 1 key (lock) 1 labor compensation 1 labor economics 1 language 1 large language models 1 large-scale data 1 law, economics, and judicial systems 1 lending 1 linear model 1 loan 1 local news 1 lottery 1 margin (machine learning) 1 market capitalization 1 matching (statistics) 1 mathematical models 1 media influence and politics 1 medical care 1 medical devices 1 medical laboratories 1 metaphor processing 1 microarray data 1 microdata (statistics) 1 mobile crowdsensing and crowdsourcing 1 mode (computer interface) 1 model parameter 1 monetary policy and economic impact 1 monte carlo method 1 moonshot 1 motivation 1 multi-armed bandit 1 multiple testing 1 multivariate regression 1 music 1 neoclassical economics 1 neural networks 1 neural networks and applications 1 nonlinear modeling 1 nudges 1 object (grammar) 1 observable 1 observational equivalence 1 occupational and professional licensing regulation 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 optimization 1 optimization and search problems 1 organic chemistry 1 organizations 1 outcome (game theory) 1 parameter identification problem 1 parametric statistics 1 pension cost 1 pension freezes 1 pensions 1 personality 1 personality studies 1 personalization 1 perspective (graphical) 1 plan (archaeology) 1 pointwise 1 policy targeting 1 pooling 1 present value 1 pre‐analysis plans 1 price sensitivity 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 profit (economics) 1 project management 1 propensity score matching 1 psychotherapist 1 public economics 1 public healthcare 1 purpose 1 qualitative study 1 quantum 1 radiology 1 randomized controlled trial 1 randomized experiment 1 randomized experiments 1 randomness 1 real authority 1 regression adjustments 1 regression analysis 1 regression discontinuity 1 relevance (law) 1 representation (politics) 1 research personnel 1 retirement 1 retirement, disability, and employment; financial literacy, pension, retirement analysis; global health care issues 1 robo-adviser 1 robust control 1 robustness (evolution) 1 salary 1 sampling (signal processing) 1 scalability 1 scale (ratio) 1 securitization 1 selection bias 1 sequence (biology) 1 sexual assaults 1 shadow (psychology) 1 signal (programming language) 1 simplicity 1 social impact 1 social media research 1 social network 1 social science 1 software 1 software development 1 software enabled 1 sports analytics and performance 1 stability (learning theory) 1 standard deviation 1 statistical decision theory 1 statistical methods and bayesian inference 1 statistical models 1 statistics theory 1 stock (firearms) 1 stock market 1 strategy and general management 1 sublinear function 1 supervised learning 1 supply chain 1 survey data collection 1 survival analysis 1 symbolic boundaries 1 systematic risk 1 technology platforms 1 theology 1 topic modeling 1 transfer of learning 1 treatment effects 1 treatment heterogeneity 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 value creation 1 variable (mathematics) 1 variation (astronomy) 1 variety (cybernetics) 1 venture capital 1 volatility (finance) 1 wage 1 weighting 1 welfare 1 word (group theory) 1 word embedding 1 workforce More