215 Stanford GSB Faculty Publications

123 Articles 92 Working Papers

215 Susan Athey 52 Guido Imbens 30 Stefan Wager 6 Mohsen Bayati 4 Kristine Koutout 3 Ilya Segal 3 Jonathan Levin 2 Jann Spiess 1 Andrzej Skrzypacz 1 Saumitra Jha

215 Economics 1 Political Economy

10 The Quarterly Journal of Economics 9 The American Economic Review 8 Econometrica 7 Management Science 7 Proceedings of the National Academy of Sciences 6 American Economic Association Papers and Proceedings 6 Review of Industrial Organization 5 Journal of Econometrics 5 Journal of the American Statistical Association 4 Journal of Economic Perspectives 4 Journal of the Royal Statistical Society, Series B: Statistical Methodology 4 Science 3 Journal of Computational and Graphical Statistics 3 Nature Human Behaviour 2 American Economic Journal: Microeconomics 2 Annals of Statistics 2 BMJ 2 Frontiers In Pharmacology 2 Frontiers in Medicine 2 JAMA Network Open 2 Journal of Economics & Management Strategy 2 Nature Communications 2 Operations Research 2 Oxford Review of Economic Policy 2 Quantitative Marketing and Economics 2 Science Advances 2 Statistics in Medicine 2 The Stata Journal 2 eLife 1 Annual Review of Economics 1 Games and Economic Behavior 1 International Journal of Epidemiology 1 Journal of Open Source Software 1 Nature 1 Nature Machine Intelligence 1 Neural Information Processing Systems 1 Proceedings of the AAAI Conference on Artificial Intelligence 1 Research in Economics 1 The Annals of Applied Statistics 1 The Review of Economic Studies 1 Transactions on Machine Learning Research More

43 machine learning 39 computer science 36 mathematics 33 econometrics 30 artificial intelligence 29 statistics 21 causal inference 19 advanced causal inference techniques 18 economics 17 statistics and probability 15 estimator 14 inference 12 mathematical optimization 11 medicine 11 regret 10 advanced bandit algorithms research 10 physics 10 potential outcomes 9 accounting 9 management science and operations research 9 observational study 9 quantum mechanics 8 business 8 philosophy 8 programming language 8 psychology 8 statistical methods and inference 7 mathematical analysis 7 variance (accounting) 6 algorithm 6 data mining 6 epistemology 6 estimation 6 statistical methods and bayesian inference 5 COVID-19 5 antitrust 5 mathematical economics 5 merger 5 minimax regret 5 nudges 5 platforms 5 propensity score 5 radiology 5 regression 5 regression analysis 5 statistical methods in clinical trials 5 weighting 4 advertising 4 asymptotic normality 4 central limit theorem 4 chemistry 4 class (philosophy) 4 computer security 4 difference in differences 4 driving quality 4 engineering 4 geography 4 heterogeneous treatment effects 4 labor 4 law 4 management 4 online platforms 4 panel analysis 4 panel data 4 parametric statistics 4 political science 4 reputation systems 4 ride hailing 4 sample size determination 4 selection (genetic algorithm) 4 set (abstract data type) 4 sociology and political science 4 telemetry data 4 treatment effectiveness 4 unconfoundedness 4 world wide web 3 applications 3 applied mathematics 3 average treatment effect 3 biology 3 budget constraint 3 causality 3 combinatorics 3 confounding 3 counterfactual thinking 3 covariate 3 curse of dimensionality 3 database 3 demography 3 double robustness 3 economic growth 3 empirical welfare maximization 3 federated learning 3 heterogeneous treatment effect 3 instrumental variable 3 internal medicine 3 kernel regression 3 labor market dynamics and wage inequality 3 machine learning and algorithms 3 machine learning and data classification 3 market definition 3 market power 3 matching 3 media 3 methodology 3 microeconomics 3 multi-homing 3 multiple data sets 3 newspapers 3 outcome (game theory) 3 perspective (graphical) 3 propensity scores 3 random forest 3 randomized controlled trial 3 randomized experiment 3 semiparametric efficiency 3 single-homing 3 social media 3 sociology 3 sparse estimation 3 switching 3 synthetic controls 3 term (time) 3 tracking 3 two-sided markets 3 uncertainty 2 COVID-19 vaccine 2 COVID-19 vaccines 2 GPU acceleration 2 Markov games with private information 2 Social and information networks 2 adaptive experimentation 2 adaptive nearest neighbors matching 2 adoption 2 aerospace engineering 2 airlines 2 alpha-1-adrenergic receptor antagonist 2 and cluster computing 2 artificial intelligence in industry 2 ask strings 2 average treatment effects 2 bayesian modeling and causal inference 2 budget balance 2 cartography 2 charitable giving 2 choice modelling 2 cluster sampling 2 computation and language 2 computer vision 2 confidence interval 2 consumer demand 2 consumer market behavior and pricing 2 consumers 2 convergence (economics) 2 coronavirus disease 2 coronavirus disease 2019 (covid-19) 2 cryptocurrency 2 data stream mining techniques 2 data-driven decision making 2 decision making in business 2 decision-making and behavioral economics 2 defaults 2 demographic economics 2 digital currency 2 digital economics 2 disease 2 distributed 2 domain adaptation and few-shot learning 2 donation behavior 2 drug repurposing 2 dynamic incentive compatibility 2 dynamic mechanism design 2 dynamic programming 2 earnings 2 economics and econometrics 2 empirical research 2 field experiment 2 field experiments 2 filter (signal processing) 2 finance 2 folk theorems with private 2 frequentist inference 2 game theory and voting systems 2 gaussian 2 general economics 2 grocery 2 human-artificial intelligence interaction 2 human-machine relationship 2 industrial applications 2 infectious disease 2 infectious disease (medical specialty) 2 information systems 2 instantaneous and cumulative effects 2 interactive fixed effects 2 kernel (algebra) 2 labor economics 2 labor market 2 labour economics 2 large scale dataset 2 leverage (statistics) 2 limit (mathematics) 2 linguistics 2 low-rank matrix estimation 2 machine learning and elm 2 marketing 2 mechanical engineering 2 merger guidelines 2 mergers & acquisitions 2 meta-analysis 2 minimax 2 misinformation 2 mixed integer program 2 monopsony 2 multiarmed bandits 2 nonadaptive and adaptive experiments 2 observable 2 off-label drug use 2 operating system 2 organic chemistry 2 parallel 2 perfect Bayesian equilibrium 2 personalization 2 personalized policies 2 pharmacoepidemiology 2 policy evaluation 2 policy learning 2 politics 2 population 2 propensity score matching 2 psychotherapist 2 public health advertising 2 purchase history data 2 pure mathematics 2 pyTorch 2 python 2 quantile treatment effects 2 random forest algorithms 2 realizability 2 retrospective analyses 2 sample (material) 2 sampling (signal processing) 2 scale (ratio) 2 school choice and performance 2 sdid 2 semi-parametric efficiency bound 2 simple (philosophy) 2 simplicity 2 smart grid energy management 2 smoothing and nonparametric regression 2 social psychology 2 st0757 2 synthetic control 2 synthetic difference in differences 2 treatment effect estimation and inference 2 variational inference 2 variety (cybernetics) 2 visualization 1 1st-price auctions 1 2019-20 coronavirus outbreak 1 Adult Respiratory Distress Syndrome 1 Bayesian analysis 1 COVID-19 pandemic 1 Gaussian distribution 1 Google News 1 Hydroxymethylglutaryl-Coa Reductase Inhibitor 1 Interleukin 6 1 Markov processes 1 Monte Carlo method 1 Simvastatin 1 Twitter 1 a-weighting 1 action (physics) 1 adaptive data collection 1 adversarial system 1 advertisers 1 aggregators 1 agricultural risk and resilience 1 agriculture 1 algorithms 1 alternative hypothesis 1 amortization 1 annexation 1 antitrust law 1 archaeology 1 astrophysics 1 asymptotic theory 1 auction models 1 auction theory and applications 1 baseline (sea) 1 bayesian inference 1 bayesian probability 1 belief 1 benchmark (surveying) 1 bias 1 biochemistry 1 bitcoin 1 blockchain 1 blockchain technology applications and security 1 blood pressure 1 bribery 1 cardiovascular events 1 care 1 categorical variable 1 causal effects 1 causal forest 1 causal model 1 chickens 1 children and families 1 chromatography 1 classifier (uml) 1 clinical psychology 1 cluster 1 cluster (spacecraft) 1 cluster analysis 1 collusion 1 commerce 1 competition 1 competition in advertising agencies 1 competition in the mass media industry 1 complements 1 complex systems and time series analysis 1 composite material 1 computer network 1 consumer preferences 1 content (measure theory) 1 context (archaeology) 1 contextual bandits 1 contextual design 1 cost effectiveness 1 counterfactual conditional 1 counterfactuals (logic) 1 covid-19 and healthcare impacts 1 covid-19 and mental health 1 covid-19 clinical research studies 1 credibility 1 cross-validation 1 curiosity 1 currency 1 cytokine 1 cytokine release syndrome 1 cytokine storm 1 data analysis 1 data collection 1 data modeling 1 data science 1 database transaction 1 dconomic competition 1 decile 1 decision authority 1 decision making 1 decision tree 1 decision trees 1 decorrelation 1 descriptive and causal estimands 1 descriptive statistics 1 design 1 difference-in-differences 1 differential privacy 1 digital economy and work transformation 1 digital platforms and economics 1 digital wallets 1 dimension (graph theory) 1 dimensionality reduction 1 discrimination 1 dismissal 1 displaced workers 1 displacement (psychology) 1 disposition (philosophy) 1 diverse educational innovations studies 1 download 1 drugs 1 dynamic models 1 dynamics 1 early humans 1 economic and environmental valuation 1 economic policies and impacts 1 economic research 1 economic theories and models 1 economics of education 1 economics: behavior and behavioral decision making 1 education 1 effects 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 embedding 1 empirical evidence 1 energy, environment, economic growth 1 entry 1 ergodic theory 1 error analysis in mathematics 1 estimating equations 1 estimation methods 1 estimation theory 1 evaluation and performance assessment 1 evolutionary biology 1 exchange rate 1 experimental behavioral economics studies 1 explainable artificial intelligence (xai) 1 exploit 1 exponential family 1 extremum estimator 1 family planning 1 feature (linguistics) 1 feature selection 1 feature vector 1 fertility 1 field (mathematics) 1 financial economics 1 financial transaction 1 finite population 1 fix-point estimation 1 fixed effects 1 fixed effects model 1 forecasting techniques and applications 1 foundation models 1 fraction (chemistry) 1 friction 1 function (biology) 1 gender, labor, and family dynamics 1 gene 1 general agricultural and biological sciences 1 generalization 1 generative adversarial networks 1 generative grammar 1 geodesy 1 geology 1 geometry 1 global positioning system 1 government policy 1 government spending policy 1 group (periodic table) 1 hazard ratio 1 health 1 health systems, economic evaluations, quality of life 1 health, education, and welfare 1 healthcare operations and scheduling optimization 1 heterogeneity 1 heterogeneous treatment 1 heterogenous treatment 1 heuristic 1 hidden variable theory 1 hierarchy 1 high-benefit approach 1 high-dimensional model representation 1 homelessness and social issues 1 human Influenza 1 ict impact and policies 1 identification 1 immunization programs 1 immunology 1 immunostimulation 1 incentives 1 index (typography) 1 inference (logic) 1 information seeking 1 innovation policy and r&d 1 integer (computer science) 1 inter-ethnic 1 internet privacy 1 interpretation (philosophy) 1 intersection (aeronautics) 1 interventions 1 investments 1 isolation 1 isolation (microbiology) 1 job loss 1 job training 1 judicial review 1 key (lock) 1 knowledge management 1 labor studies 1 ledger 1 loan 1 location 1 logarithm 1 long-acting reversible contraceptives 1 long-term effects of covid-19 1 lottery 1 low-rank confounders 1 m-estimator 1 machine learning in healthcare 1 manufacturing 1 market shares 1 market volatility 1 mass media 1 materials science 1 mathematical models 1 mathematical regularization 1 matrices 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 matrix norms 1 mean squared error 1 measure (data warehouse) 1 measurement 1 media influence and politics 1 mediators 1 medical care 1 microbiology 1 minimax optimality 1 misinformation and its impacts 1 missing data 1 mobility 1 mode (computer interface) 1 model selection 1 models 1 monetary economics 1 monetary policy and economic impact 1 monte carlo method 1 mortality 1 motivation 1 multi-armed bandit 1 multi-sided platform businesses 1 multimedia communication and technology 1 multiproduct firms 1 natural language processing 1 neoclassical economics 1 neural networks and applications 1 news 1 news consumption 1 nonparametric estimation 1 nonparametric models 1 nonparametric statistics 1 nuclear matrix 1 null (sql) 1 null hypothesis 1 null model 1 object (grammar) 1 observational equivalence 1 observational learning 1 observational studies 1 oceanography 1 off-line policy learning 1 offline learning 1 oncology 1 online communities 1 online learning 1 online learning and analytics 1 open Science 1 open source software 1 operations management 1 opinion dynamics and social influence 1 optimization 1 oracle 1 order-statistics 1 outbreak 1 p-value 1 paleontology 1 pandemic 1 pathology 1 personalized decision making 1 pharmaceutical industry 1 pneumonia 1 pointwise 1 policy 1 policy targeting 1 pooling 1 preferences 1 price sensitivity 1 pricing 1 primary-care 1 principal stratification 1 prioritization 1 privacy strategy 1 probabilistic logic 1 process management 1 procurement 1 product (mathematics) 1 product attributes 1 product category 1 public economics 1 public health 1 public spending 1 quantile 1 quantitative biology 1 quantitative methods 1 quantum 1 quasilinearization 1 racial segregation 1 random assignment 1 randomization 1 randomization distribution 1 range (aeronautics) 1 real authority 1 recommender system 1 recommender systems and techniques 1 reinforcement learning 1 reinforcement learning in robotics 1 relevance (law) 1 representation (politics) 1 reproducibility 1 research personnel 1 residual 1 retirement, disability, and employment 1 rheumatology 1 robust control 1 robust statistics 1 robustness (evolution) 1 sampling design 1 scalability 1 selection bias 1 semiparametric model 1 service (business) 1 service delivery framework 1 severe acute respiratory syndrome coronavirus 2 (sars-cov-2) 1 signal (programming language) 1 smoothness 1 social and information networks 1 social attitudes 1 social isolation 1 software engineering 1 soil science 1 stability (learning theory) 1 staggered adoption design 1 standard error 1 statistic 1 statistical hypothesis testing 1 statistical inference 1 statistical models 1 statistical power 1 stock (firearms) 1 stories 1 strategy and management 1 substitutes 1 supervised machine learning 1 surgery 1 surrogate index 1 surrogate outcomes 1 surrogate scpore 1 survey data collection 1 systemic cyber risk 1 technical 1 technical specifications 1 telecommunications 1 text message 1 thermodynamics 1 tissues and organs 1 tracking & trailing 1 traditional medicine 1 transfer of learning 1 treatment effect 1 tree (set theory) 1 trust 1 unemployment 1 unsupervised learning 1 urban transport and accessibility 1 urban, neighborhood, and segregation studies 1 user-generated content 1 vaccine effectiveness 1 vaccine manufacturing 1 vaccine safety 1 vaccines 1 validation 1 variable (mathematics) 1 variation (astronomy) 1 virology 1 virtual currency 1 wage 1 word (group theory) 1 word embedding 1 work (physics) 1 working papers More