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Miniature of Semiparametric Estimation of Treatment Effects in Randomized Experiments
Semiparametric Estimation of Treatment Effects in Randomized Experiments
Miniature of Local Linear Forests
Local Linear Forests
Miniature of When Should You Adjust Standard Errors for Clustering?
When Should You Adjust Standard Errors for Clustering?
Miniature of Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
Miniature of Solving Heterogeneous Estimating Equations with Gradient Forests
Solving Heterogeneous Estimating Equations with Gradient Forests
Miniature of Generalized Random Forests
Generalized Random Forests
Miniature of Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Miniature of Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments

9 Working Papers

9 Economics

9 mathematics 9 statistical methods and inference 9 statistics 9 statistics and probability 7 advanced causal inference techniques 7 computer science 7 econometrics 6 artificial intelligence 6 statistical methods and bayesian inference 5 inference 5 medicine 4 economics 4 estimator 3 applied mathematics 3 average treatment effect 3 kernel regression 3 mathematical optimization 3 parametric statistics 3 random forest 3 sample size determination 2 algorithm 2 causal inference 2 chemistry 2 chromatography 2 combinatorics 2 computer vision 2 convergence (economics) 2 covariate 2 curse of dimensionality 2 demography 2 economic growth 2 filter (signal processing) 2 kernel (algebra) 2 machine learning 2 mathematical analysis 2 population 2 potential outcomes 2 propensity score matching 2 radiology 2 regression 2 sample (material) 2 sampling (signal processing) 2 sociology 2 statistical methods in clinical trials 2 traditional medicine 2 treatment effect 2 weighting 1 accounting 1 aerospace engineering 1 central limit theorem 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 data mining 1 dimension (graph theory) 1 engineering 1 estimating equations 1 estimation 1 gaussian 1 generalized propensity score 1 health systems, economic evaluations, quality of life 1 internal medicine 1 limit (mathematics) 1 management 1 matching 1 matching (statistics) 1 multi-level treatments 1 nonparametric statistics 1 observational study 1 physics 1 pointwise 1 programming language 1 propensity score 1 pure mathematics 1 quantile 1 quantum mechanics 1 randomized controlled trial 1 range (aeronautics) 1 regression analysis 1 residual 1 sampling design 1 semiparametric model 1 smoothness 1 sparse estimation 1 standard error 1 statistical inference 1 subclassification 1 unconfoundedness 1 variance (accounting)