35 Articles 13 Working Papers

48 Stanford GSB Faculty Publications

48 Stefan Wager 21 Susan Athey 5 Guido Imbens 3 Kuang Xu 1 Yonatan Gur

22 Economics

5 Annals of Statistics 5 Journal of the American Statistical Association 3 Biometrika 3 International Journal of Methods in Psychiatric Research 3 Operations Research 2 Journal of Computational and Graphical Statistics 2 Management Science 2 The American Economic Review 2 The Annals of Applied Statistics 1 Econometrica 1 JAMA Psychiatry 1 Journal of Open Source Software 1 Journal of the Royal Statistical Society, Series B: Statistical Methodology 1 Molecular Psychiatry 1 Proceedings of the National Academy of Sciences 1 Science Advances 1 The Review of Economics and Statistics More

15 causal inference 10 mathematics 9 computer science 9 machine learning 9 statistics 8 artificial intelligence 7 mathematical optimization 7 statistics and probability 6 advanced causal inference techniques 6 econometrics 6 estimator 5 economics 5 heterogeneous treatment effects 5 inference 4 central limit theorem 4 kernel regression 4 medicine 4 minimax regret 4 observational study 4 physics 4 programming language 4 quantum mechanics 4 random forest 4 regret 4 statistical methods and inference 3 applied mathematics 3 asymptotic normality 3 budget constraint 3 epistemology 3 instrumental variable 3 interference 3 parametric statistics 3 philosophy 3 potential outcomes 3 propensity score 3 radiology 3 statistical methods and bayesian inference 3 statistical methods in clinical trials 3 weighting 2 advanced bandit algorithms research 2 algorithm 2 algorithms 2 average treatment effect 2 bayesian modeling and causal inference 2 bias-aware inference 2 combinatorics 2 confidence intervals 2 convergence (economics) 2 curse of dimensionality 2 double robustness 2 economic growth 2 empirical welfare maximization 2 game theory and voting systems 2 generalization 2 inferential statistics 2 kernel (algebra) 2 leverage (statistics) 2 machine learning and algorithms 2 mathematical analysis 2 mathematical economics 2 mean-field model 2 microeconomics 2 observable 2 observational data 2 personalized medicine 2 potential outcome 2 propensity score matching 2 random forest algorithms 2 regression 2 sample size determination 2 selection (genetic algorithm) 2 semiparametric efficiency 2 sequential ignorability 2 set (abstract data type) 2 simplicity 2 variety (cybernetics) 1 Afghanistan 1 Aspirin 1 Gaussian distribution 1 Kalman filtering 1 Lepski's method 1 Lyapunov functions 1 SF-6d 1 Thompson sampling 1 accounting 1 action (physics) 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 admission 1 advertising 1 anxiety 1 assess risk 1 association 1 asymptotic theory 1 automation 1 big data 1 biology 1 boosting 1 budget-constrained policies 1 business 1 cardiovascular disease 1 categorical variable 1 causal effects 1 causal forest 1 causal forests 1 causal model 1 censored data 1 charts 1 class (philosophy) 1 climate change 1 comorbidity 1 computer security 1 conditioned response 1 confidence interval 1 confounding 1 consistency 1 context (archaeology) 1 convergence 1 covariate 1 data analysis 1 data-driven decision making 1 decision making 1 decision rules 1 decision tree 1 decision trees 1 delphi method 1 deployment risk 1 design 1 diagrams 1 difference in differences 1 diffusion approximation 1 digital marketing 1 dimension (graph theory) 1 direct and indirect effects 1 disability 1 discharge 1 disorder 1 drugs 1 empirical Bayes 1 empirical Bayes methods 1 empirical bayes 1 empirical risk minimization 1 energy subsidies 1 equilibrium 1 estimating equations 1 estimating individualized treatment 1 estimation theory 1 etc. 1 experimental design 1 exploit 1 false discovery rate 1 forest fire 1 frequentist inference 1 global burden of disease 1 graphon 1 health systems, economic evaluations, quality of life 1 heterogeneity 1 heterogeneous treatment effect 1 hidden variable theory 1 hypothesis 1 importance weighting 1 incomplete confounders 1 inpatient care 1 integer (computer science) 1 internet marketing 1 interview screening scales 1 latent variable model 1 law 1 learning 1 learning with strategic agents 1 limit (mathematics) 1 local false sign rate 1 low-rank confounders 1 machine learning and data classification 1 major trauma 1 management 1 marginal distributions 1 mathematical regularization 1 mean squared error 1 mental disorders 1 methodology 1 military deployment 1 minimax 1 missing data 1 mixed integer program 1 mixing time 1 mixture models 1 mode (computer interface) 1 models 1 mortality 1 multi-armed bandit problem (probability theory) 1 multiarmed bandit 1 multiarmed bandits 1 multisensor information fusion 1 neoclassical economics 1 neural networks and applications 1 nonparametric estimation 1 observational equivalence 1 observational learning 1 offline learning 1 online learning 1 operating system 1 paleontology 1 panel analysis 1 panel data 1 partial identification 1 penalized regression 1 physicians 1 policy evaluation 1 policy learning 1 political science 1 politics 1 post-traumatic stress disorder (PTSD) 1 postharvest diseases 1 postpartum hemorrhage 1 precision treatment 1 prevalence 1 propensity score estimation 1 public health 1 pure mathematics 1 quantile 1 quantum 1 radio interference 1 randomized clinical-trials 1 randomized controlled trial 1 randomized trial 1 regression analysis 1 regression discontinuity design 1 reinforcement learning 1 representation (politics) 1 residual 1 resilience 1 risk-factors 1 robbers 1 robust Kalman smoother 1 robust accuracy 1 robust control 1 robust statistics 1 self-harm 1 signal (programming language) 1 simple (philosophy) 1 smoothing and nonparametric regression 1 smoothness 1 smoothness of functions 1 social attitudes 1 sparse estimation 1 statistical power 1 statistics theory 1 stochastic convergence 1 stochastic system 1 stochastic systems 1 structural-change 1 survival analysis 1 synthetic controls 1 technical specifications 1 tests 1 time trade-off 1 traditional medicine 1 trauma 1 treatment effect 1 treatment effect heterogeneity 1 treatment effectiveness 1 treatment heterogeneity 1 treatment rules 1 tree 1 tree (set theory) 1 uncertain noise variance 1 uncertainty 1 unconfoundedness 1 uplift 1 value-added assessment (education) 1 variance (accounting) 1 vegetation 1 voter turnout 1 watchful waiting 1 weighted fusion 1 world wide web More