29 Stanford GSB Faculty Publications

29 Articles

11 Stefan Wager 7 Guido Imbens 7 Susan Athey 3 David Larcker 1 Christopher Armstrong 1 Jann Spiess 1 John Kepler 1 Navdeep Sahni 1 Peter Reiss 1 Wesley Hartmann

15 Economics 4 Accounting 2 Marketing

4 Annals of Statistics 3 Biometrika 2 Econometrica 2 Journal of Business & Economic Statistics 2 Journal of Financial Economics 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 Research 1 Journal of Accounting and Economics 1 Journal of Computational and Graphical Statistics 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

5 econometrics 4 experimental design 4 observational studies 4 propensity score 4 treatment effectiveness 3 machine learning 2 accounting 2 financial research 2 heterogeneous treatment effects 2 inference 2 inference (logic) 2 interference 2 potential outcome 2 potential outcomes 2 propensity score matching 2 research funding 2 sequential ignorability 1 A/B/n testing 1 Choo–Siow model 1 Lepski's method 1 accounting research 1 acquisition of data methodology 1 adults 1 advertisers 1 advertising and media 1 analysis of variance 1 asymptotic normality 1 asymptotic theory 1 average match function 1 average treatment effects 1 bias-aware inference 1 boosting 1 bootstrap 1 borderlands 1 c18 1 c190 1 c51 1 casual inference 1 causal effects 1 causal inferences 1 causality 1 censored data 1 central limit theorem 1 confidence intervals 1 consistency 1 consumer demand 1 consumer preferences 1 counterfactuals (logic) 1 decision making 1 decision rules 1 difference in differences 1 difference-in-differences 1 digital advertising 1 direct and indirect effects 1 disposition (philosophy) 1 double robustness 1 dynamic treatment effects 1 e-commerce 1 economics 1 empirical bayes 1 empirical research 1 empirical risk minimization 1 estimating individualized treatment 1 estimation bias 1 estimation theory 1 experimentation 1 experiments 1 externalities 1 federated learning 1 field research 1 fixed effects model 1 forecasting 1 generalized difference-in-differences 1 generalized propensity scores 1 graphon 1 grocery 1 heterogeneous treatment effect 1 high-dimensional model representation 1 identification 1 importance weighting 1 incomplete confounders 1 instrumental variable 1 instrumental variables 1 internet advertising 1 kernel regression 1 latent variable model 1 learning 1 local average treatment effects 1 m40 1 m41 1 major trauma 1 marketing 1 matching 1 matching estimators 1 matching theory 1 methodology 1 minimax regret 1 missing data 1 mixing time 1 models 1 multiple data sets 1 multiple randomization designs 1 natural experiments 1 observational data 1 online experimentation 1 panel data 1 partial identification 1 penalized regression 1 physicians 1 platforms 1 political advertising 1 price sensitivity 1 product attributes 1 program evaluation 1 propensity score estimation 1 propensity scores 1 public health 1 purchase history data 1 quasi-experimental methods 1 quasi-experiments 1 random forest 1 random forest algorithms 1 randomization 1 randomized clinical-trials 1 randomized controlled trial 1 randomized controlled trials 1 randomized trial 1 regression 1 regression analysis 1 regression discontinuity 1 reinforcement learning 1 research papers (students) 1 semiparametric efficiency 1 smoothing and nonparametric regression 1 social attitudes 1 social sciences 1 sparse estimation 1 staggered difference-in-differences 1 statistics 1 stochastic processes 1 structural modeling 1 structural models 1 structural-change 1 student teachers 1 survival analysis 1 synthetic controls 1 tests 1 treatment effect heterogeneity 1 treatment heterogeneity 1 treatment rules 1 tree 1 two-sided marketplaces 1 unconfoundedness 1 units 1 variational inference 1 watchful waiting More