66 Stanford GSB Faculty Publications

51 Articles 15 Working Papers

13 Guido Imbens 9 Stefan Wager 3 Mohsen Bayati 2 Kristine Koutout 1 Ilya Segal 1 Jann Spiess 1 Jonathan Levin

66 Economics

4 The American Economic Review 3 American Economic Association Papers and Proceedings 3 Econometrica 3 Management Science 3 Proceedings of the National Academy of Sciences 3 Review of Industrial Organization 2 Journal of Computational and Graphical Statistics 2 Journal of Econometrics 2 Journal of Economic Perspectives 2 Journal of the American Statistical Association 2 Journal of the Royal Statistical Society, Series B: Statistical Methodology 2 Science 1 American Economic Journal: Microeconomics 1 Annals of Statistics 1 BMJ 1 Frontiers In Pharmacology 1 Frontiers in Medicine 1 International Journal of Epidemiology 1 JAMA Network Open 1 Journal of Economics & Management Strategy 1 Nature 1 Nature Communications 1 Nature Human Behaviour 1 Nature Machine Intelligence 1 Operations Research 1 Oxford Review of Economic Policy 1 Quantitative Marketing and Economics 1 Science Advances 1 Statistics in Medicine 1 The Quarterly Journal of Economics 1 The Stata Journal 1 eLife More

11 machine learning 7 causal inference 5 econometrics 4 potential outcomes 3 COVID-19 3 antitrust 3 asymptotic normality 3 merger 3 panel analysis 3 propensity score 3 regression analysis 3 treatment effectiveness 2 COVID-19 vaccines 2 advertising 2 algorithms 2 central limit theorem 2 consumers 2 driving quality 2 empirical research 2 heterogeneous treatment effect 2 inference 2 labor 2 labor market 2 market definition 2 market power 2 mathematical models 2 mergers & acquisitions 2 methodology 2 minimax regret 2 nudges 2 observational studies 2 observational study 2 online platforms 2 platforms 2 pricing 2 random forest algorithms 2 reputation systems 2 ride hailing 2 telemetry data 2 uncertainty 2 unconfoundedness 1 1st-price auctions 1 Adult Respiratory Distress Syndrome 1 Bayesian analysis 1 COVID-19 pandemic 1 COVID-19 vaccine 1 GPU acceleration 1 Gaussian distribution 1 Hydroxymethylglutaryl-Coa Reductase Inhibitor 1 Interleukin 6 1 Markov games with private information 1 Markov processes 1 Monte Carlo method 1 Simvastatin 1 Social and information networks 1 Twitter 1 adaptive data collection 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 adoption 1 airlines 1 alpha-1-adrenergic receptor antagonist 1 and cluster computing 1 antitrust law 1 applications 1 artificial intelligence in industry 1 ask strings 1 asymptotic theory 1 auction models 1 average treatment effects 1 belief 1 blood pressure 1 bribery 1 budget balance 1 cardiovascular events 1 care 1 causal forest 1 causality 1 charitable giving 1 chickens 1 choice modelling 1 cluster 1 cluster sampling 1 collusion 1 competition 1 competition in advertising agencies 1 competition in the mass media industry 1 computation and language 1 computer simulation 1 confidence intervals 1 consumer demand 1 consumer preferences 1 contextual bandits 1 coronavirus disease 1 cost effectiveness 1 counterfactuals (logic) 1 data analysis 1 data modeling 1 data-driven decision making 1 dconomic competition 1 decision making 1 decision making in business 1 decision trees 1 defaults 1 descriptive and causal estimands 1 descriptive statistics 1 design 1 difference in differences 1 difference-in-differences 1 digital economics 1 discrimination 1 dismissal 1 disposition (philosophy) 1 distributed 1 donation behavior 1 double robustness 1 drug repurposing 1 drugs 1 dynamic incentive compatibility 1 dynamic mechanism design 1 dynamic models 1 dynamic programming 1 dynamics 1 economic research 1 economists 1 education research 1 empirical welfare maximization 1 entry 1 ergodic theory 1 error analysis in mathematics 1 estimation 1 estimation theory 1 federated learning 1 field experiments 1 finite population 1 fix-point estimation 1 fixed effects 1 fixed effects model 1 folk theorems with private 1 frequentist inference 1 general economics 1 generalization 1 generative adversarial networks 1 government policy 1 government spending policy 1 grocery 1 gross domestic product 1 health 1 heterogeneity 1 heterogeneous treatment 1 heterogeneous treatment effects 1 high-benefit approach 1 high-dimensional model representation 1 human Influenza 1 human-artificial intelligence interaction 1 human-machine relationship 1 hypothesis 1 identification 1 immunization programs 1 immunostimulation 1 industrial applications 1 infectious disease 1 inference (logic) 1 instantaneous and cumulative effects 1 instrumental variable 1 interactive fixed effects 1 interventions 1 investments 1 isolation 1 judicial review 1 large scale dataset 1 location 1 low-rank matrix estimation 1 manufacturing 1 market shares 1 market volatility 1 marketplaces 1 master of business administration degree 1 matching 1 mathematical economics 1 mathematical regularization 1 matrices 1 matrix norms 1 media 1 medical care 1 merger guidelines 1 meta-analysis 1 minimax optimality 1 misinformation 1 mixed integer program 1 mobility 1 models 1 monopsony 1 mortality 1 multi-homing 1 multi-sided platform businesses 1 multiarmed bandits 1 multiple data sets 1 multiproduct firms 1 news 1 newspapers 1 nonadaptive and adaptive experiments 1 nonparametric estimation 1 nonparametric models 1 nuclear matrix 1 numerical analysis 1 observational learning 1 off-label drug use 1 off-line policy learning 1 open Science 1 open source software 1 optimization 1 order-statistics 1 p-value 1 panel data 1 parallel 1 perfect Bayesian equilibrium 1 personalized decision making 1 personalized policies 1 pharmaceutical industry 1 pharmacoepidemiology 1 policy evaluation 1 policy learning 1 preferences 1 price sensitivity 1 primary-care 1 procurement 1 product attributes 1 propensity scores 1 public health advertising 1 public spending 1 purchase history data 1 pyTorch 1 python 1 quantile treatment effects 1 quasilinearization 1 racial segregation 1 randomization 1 randomization distribution 1 randomized experiment 1 regret 1 reproducibility 1 research personnel 1 retrospective analyses 1 rheumatology 1 robust control 1 robust statistics 1 sdid 1 semi-parametric efficiency bound 1 semiparametric efficiency 1 simulation methods & models 1 single-homing 1 smoothing and nonparametric regression 1 social attitudes 1 social media 1 sparse estimation 1 st0757 1 staggered adoption design 1 statistical models 1 stories 1 switching 1 synthetic control 1 synthetic controls 1 synthetic difference in differences 1 technical specifications 1 technology 1 tracking 1 treatment effect estimation and inference 1 two-sided markets 1 vaccine effectiveness 1 vaccine manufacturing 1 vaccine safety 1 vaccines 1 validation 1 variational inference 1 visualization 1 voter turnout More