36 Articles 13 Working Papers

49 Stanford GSB Faculty Publications

20 Susan Athey 16 Stefan Wager 15 Guido Imbens 2 Christopher Armstrong 2 Harikesh Nair 2 Jann Spiess 2 John Kepler 2 Navdeep Sahni 2 Wesley Hartmann 1 David Larcker 1 Erica Plambeck 1 Mohsen Bayati 1 Peter Reiss More

31 Economics 5 Marketing 3 Accounting

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

13 econometrics 11 machine learning 7 artificial intelligence 7 computer science 7 mathematics 7 statistics 6 economics 6 inference 6 potential outcomes 5 advanced causal inference techniques 5 experimental design 5 propensity score 4 accounting 4 heterogeneous treatment effects 4 propensity score matching 4 statistics and probability 3 bootstrap 3 empirical research 3 estimation 3 estimator 3 federated learning 3 management 3 multiple data sets 3 observational studies 3 physics 3 propensity scores 3 sequential ignorability 3 sparse estimation 3 treatment effectiveness 2 Lepski's method 2 advertising and media 2 average treatment effects 2 boosting 2 confounding 2 consumer demand 2 covariate 2 digital advertising 2 e-commerce 2 empirical risk minimization 2 experimentation 2 fixed effects model 2 grocery 2 importance weighting 2 instrumental variable 2 kernel regression 2 management science and operations research 2 marketing 2 matching estimators 2 mixing time 2 observational study 2 partial identification 2 penalized regression 2 platforms 2 program evaluation 2 psychology 2 purchase history data 2 quantum mechanics 2 random forest 2 randomized controlled trial 2 regret 2 statistical methods in clinical trials 2 variance (accounting) 2 variational inference 1 A/B/N testing 1 A/B/n testing 1 Choo–Siow model 1 Covid-19 1 accounting research 1 adults 1 advanced bandit algorithms research 1 aerospace engineering 1 analysis of variance 1 astrophysics 1 asymptotic normality 1 asymptotic theory 1 average match function 1 average treatment effect 1 bayesian modeling and causal inference 1 bias-aware inference 1 borderlands 1 budget constraint 1 business 1 c18 1 c190 1 c51 1 causal effects 1 causal inferences 1 causal model 1 causality 1 censored data 1 central limit theorem 1 computer security 1 confidence interval 1 confidence intervals 1 consumer preferences 1 contextual design 1 counterfactual thinking 1 counterfactuals (logic) 1 cross-validation 1 decision rules 1 decision-making and behavioral economics 1 difference in differences 1 difference-in-differences 1 disposition (philosophy) 1 double robustness 1 ecommerce 1 economic policies and impacts 1 empirical bayes 1 energy, environment, economic growth 1 engineering 1 epistemology 1 estimation theory 1 experiments 1 exploit 1 externalities 1 field experiment 1 forecasting 1 forecasting techniques and applications 1 game theory and voting systems 1 gaussian 1 gender, labor, and family dynamics 1 generalized propensity scores 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 incomplete confounders 1 inference (logic) 1 instrumental variables 1 interference 1 internal medicine 1 intersection (aeronautics) 1 latent variable model 1 law 1 learning 1 leverage (statistics) 1 local average treatment effects 1 m40 1 m41 1 machine learning in healthcare 1 major trauma 1 matching 1 matching theory 1 mathematical analysis 1 mathematical economics 1 mathematical optimization 1 medicine 1 methodology 1 microeconomics 1 minimax regret 1 missing data 1 monetary policy and economic impact 1 multiple randomization designs 1 natural experiments 1 nudges 1 object (grammar) 1 observable 1 observational data 1 observational equivalence 1 online experimentation 1 outcome (game theory) 1 panel data 1 parametric statistics 1 perspective (graphical) 1 philosophy 1 physicians 1 pointwise 1 policy targeting 1 political advertising 1 political science 1 potential outcome 1 price sensitivity 1 product attributes 1 programming language 1 propensity score estimation 1 public health 1 quasi-experimental methods 1 quasi-experiments 1 queueing theory 1 random assignment 1 random forest algorithms 1 randomization 1 randomized controlled trials 1 randomized experiment 1 randomized experiments 1 randomized trial 1 regression 1 regression analysis 1 regression discontinuity 1 reinforcement learning 1 relevance (law) 1 selection (genetic algorithm) 1 selection bias 1 semiparametric efficiency 1 set (abstract data type) 1 simplicity 1 smoothing and nonparametric regression 1 social attitudes 1 social psychology 1 statistical methods and inference 1 stochastic processes 1 structural modeling 1 student teachers 1 supervised machine learning 1 survival analysis 1 synthetic controls 1 treatment heterogeneity 1 two-sided marketplaces 1 unconfoundedness 1 unsupervised learning 1 variation (astronomy) 1 variety (cybernetics) 1 vouchers 1 watchful waiting More