9 Stanford GSB Faculty Publications

9 Articles

2 Guido Imbens

9 Economics

2 Journal of Computational and Graphical Statistics 2 The American Economic Review 1 Annals of Statistics 1 Econometrica 1 Journal of the American Statistical Association 1 Operations Research 1 Proceedings of the National Academy of Sciences

3 asymptotic normality 2 algorithms 2 causal inference 2 central limit theorem 2 minimax regret 2 random forest algorithms 1 Gaussian distribution 1 adaptive experimentation 1 adaptive nearest neighbors matching 1 advertising 1 asymptotic theory 1 confidence intervals 1 data analysis 1 data-driven decision making 1 decision making 1 decision trees 1 double robustness 1 drugs 1 empirical welfare maximization 1 estimation theory 1 frequentist inference 1 generalization 1 heterogeneity 1 heterogeneous treatment effect 1 heterogeneous treatment effects 1 hypothesis 1 instrumental variable 1 mathematical economics 1 mathematical regularization 1 mixed integer program 1 multiarmed bandits 1 nonparametric estimation 1 observational learning 1 observational study 1 panel analysis 1 policy evaluation 1 policy learning 1 potential outcomes 1 regret 1 robust statistics 1 semiparametric efficiency 1 smoothing and nonparametric regression 1 social attitudes 1 technical specifications 1 unconfoundedness 1 voter turnout More