10 Stanford GSB Faculty Publications

10 Articles

2 Susan Athey

2 Economics

3 Annals of Statistics 2 Biometrika 1 International Journal of Methods in Psychiatric Research 1 Journal of Computational and Graphical Statistics 1 Journal of the American Statistical Association 1 Journal of the Royal Statistical Society, Series B: Statistical Methodology 1 The Annals of Applied Statistics

2 heterogeneous treatment effects 2 machine learning 2 potential outcome 2 sequential ignorability 1 Lepski's method 1 asymptotic normality 1 asymptotic theory 1 boosting 1 censored data 1 central limit theorem 1 consistency 1 decision rules 1 direct and indirect effects 1 empirical risk minimization 1 estimating individualized treatment 1 graphon 1 heterogeneous treatment effect 1 importance weighting 1 incomplete confounders 1 inference 1 instrumental variable 1 interference 1 kernel regression 1 learning 1 major trauma 1 minimax regret 1 missing data 1 mixing time 1 models 1 observational data 1 penalized regression 1 physicians 1 potential outcomes 1 propensity score estimation 1 public health 1 random forest 1 random forest algorithms 1 randomized clinical-trials 1 randomized controlled trial 1 randomized trial 1 regression 1 reinforcement learning 1 smoothing and nonparametric regression 1 social attitudes 1 structural-change 1 survival analysis 1 tests 1 treatment heterogeneity 1 treatment rules 1 tree 1 watchful waiting More