70 Stanford GSB Faculty Publications

56 Articles 14 Working Papers

30 Susan Athey 7 Guido Imbens 5 Kuang Xu 1 Yonatan Gur

31 Economics

8 Annals of Statistics 8 Journal of the American Statistical Association 5 Biometrika 5 The American Economic Review 4 International Journal of Methods in Psychiatric Research 4 Operations Research 4 The Annals of Applied Statistics 3 Journal of Computational and Graphical Statistics 3 Management Science 2 Econometrica 2 JAMA Psychiatry 2 Journal of the Royal Statistical Society, Series B: Statistical Methodology 2 Proceedings of the National Academy of Sciences 1 Journal of Open Source Software 1 Molecular Psychiatry 1 Science Advances 1 The Review of Economics and Statistics More

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