27 Articles 14 Working Papers

41 Stanford GSB Faculty Publications

19 Susan Athey 15 Stefan Wager 12 Guido Imbens 2 Harikesh Nair 2 Jann Spiess 2 Navdeep Sahni 1 Christopher Armstrong 1 Erica Plambeck 1 John Kepler 1 Mohsen Bayati 1 Wesley Hartmann More

26 Economics 4 Marketing 1 Accounting

4 Annals of Statistics 3 Biometrika 2 Econometrica 2 Journal of Business & Economic Statistics 2 Journal of the Royal Statistical Society, Series B: Statistical Methodology 1 Annual Review of Statistics and Its Application 1 International Journal of Methods in Psychiatric Research 1 Journal of Accounting and Economics 1 Journal of Computational and Graphical Statistics 1 Journal of Econometrics 1 Journal of the American Statistical Association 1 Management Science 1 Marketing Science 1 Nature Communications 1 Nature Machine Intelligence 1 Quantitative Marketing and Economics 1 Statistical Science 1 Statistics in Medicine 1 The Annals of Applied Statistics More

41 causal inference 12 econometrics 11 machine learning 11 statistics 10 computer science 10 mathematics 9 artificial intelligence 8 economics 8 inference 7 advanced causal inference techniques 6 statistics and probability 5 estimator 5 potential outcomes 5 propensity score 4 experimental design 4 heterogeneous treatment effects 4 observational studies 4 physics 4 propensity score matching 3 accounting 3 estimation 3 instrumental variable 3 management 3 microeconomics 3 observational study 3 programming language 3 quantum mechanics 3 regret 3 set (abstract data type) 3 statistical methods in clinical trials 2 average treatment effect 2 bootstrap 2 budget constraint 2 business 2 confounding 2 covariate 2 digital advertising 2 double robustness 2 e-commerce 2 empirical research 2 epistemology 2 experimentation 2 federated learning 2 game theory and voting systems 2 inference (logic) 2 interference 2 leverage (statistics) 2 management science and operations research 2 marketing 2 mathematical economics 2 mathematical optimization 2 medicine 2 minimax regret 2 multiple data sets 2 observable 2 philosophy 2 platforms 2 potential outcome 2 propensity scores 2 psychology 2 random forest 2 randomized controlled trial 2 regression 2 selection (genetic algorithm) 2 semiparametric efficiency 2 sequential ignorability 2 simplicity 2 sparse estimation 2 statistical methods and inference 2 treatment effectiveness 2 variance (accounting) 2 variety (cybernetics) 1 A/B/N testing 1 A/B/n testing 1 Choo–Siow model 1 Covid-19 1 Lepski's method 1 adults 1 advanced bandit algorithms research 1 advertisers 1 advertising 1 advertising and media 1 aerospace engineering 1 algorithm 1 analysis of variance 1 astrophysics 1 asymptotic normality 1 asymptotic theory 1 auction theory and applications 1 average match function 1 average treatment effects 1 bayesian modeling and causal inference 1 bias-aware inference 1 boosting 1 borderlands 1 casual inference 1 causal effects 1 causal inferences 1 causal model 1 causality 1 censored data 1 central limit theorem 1 common value auction 1 competitor analysis 1 computer security 1 confidence interval 1 confidence intervals 1 consistency 1 consumer demand 1 consumer market behavior and pricing 1 consumer preferences 1 contextual design 1 convergence (economics) 1 counterfactual thinking 1 counterfactuals (logic) 1 cross-validation 1 database 1 decision making 1 decision rules 1 decision-making and behavioral economics 1 difference in differences 1 difference-in-differences 1 dimension (graph theory) 1 direct and indirect effects 1 disposition (philosophy) 1 ecommerce 1 economic growth 1 economic policies and impacts 1 empirical bayes 1 empirical risk minimization 1 empirical welfare maximization 1 energy, environment, economic growth 1 engineering 1 estimating individualized treatment 1 estimation bias 1 estimation theory 1 experiments 1 exploit 1 externalities 1 field experiment 1 field research 1 fixed effects model 1 forecasting 1 forecasting techniques and applications 1 gaussian 1 gender, labor, and family dynamics 1 generalized propensity scores 1 graphon 1 grocery 1 hazard ratio 1 health care management 1 health systems, economic evaluations, quality of life 1 heterogeneous treatment effect 1 high-dimensional model representation 1 household consumption 1 identification 1 importance weighting 1 incomplete confounders 1 instrumental variables 1 internal medicine 1 internet advertising 1 intersection (aeronautics) 1 kernel regression 1 latent variable model 1 law 1 learning 1 local average treatment effects 1 machine learning in healthcare 1 major trauma 1 matching 1 matching estimators 1 matching theory 1 mathematical analysis 1 media influence and politics 1 methodology 1 missing data 1 mixing time 1 models 1 monetary policy and economic impact 1 multiple randomization designs 1 natural experiments 1 nudge theory 1 nudges 1 object (grammar) 1 observational data 1 observational equivalence 1 online experimentation 1 outcome (game theory) 1 panel data 1 parametric statistics 1 partial identification 1 penalized regression 1 perspective (graphical) 1 physicians 1 pointwise 1 policy targeting 1 political advertising 1 political science 1 price sensitivity 1 product attributes 1 program evaluation 1 propensity score estimation 1 public health 1 purchase history data 1 pure mathematics 1 quasi-experiments 1 queueing theory 1 random assignment 1 random forest algorithms 1 randomization 1 randomized clinical-trials 1 randomized controlled trials 1 randomized experiment 1 randomized experiments 1 randomized trial 1 regression analysis 1 regression discontinuity 1 reinforcement learning 1 relevance (law) 1 residual 1 sample size determination 1 scalability 1 selection bias 1 service (business) 1 smoothing and nonparametric regression 1 social attitudes 1 social psychology 1 social sciences 1 statistical methods and bayesian inference 1 stochastic processes 1 structural-change 1 student financial aid 1 student teachers 1 supervised machine learning 1 survival analysis 1 synthetic controls 1 tests 1 traditional medicine 1 treatment effect 1 treatment effect heterogeneity 1 treatment heterogeneity 1 treatment rules 1 tree 1 two-sided marketplaces 1 unconfoundedness 1 units 1 unsupervised learning 1 variation (astronomy) 1 variational inference 1 vouchers 1 watchful waiting More