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Showing 1 - 17 of 17 Records

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Miniature of The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
Miniature of Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Miniature of Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
Miniature of Doubly Robust Treatment Effect Estimation with Missing Attributes
Doubly Robust Treatment Effect Estimation with Missing Attributes
Miniature of Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
Miniature of Parallel Experimentation in a Competitive Advertising Marketplace
Parallel Experimentation in a Competitive Advertising Marketplace
Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Miniature of Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
Miniature of Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
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 Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
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
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
Miniature of Instrumental Variables: An Econometrician's Perspective
Instrumental Variables: An Econometrician's Perspective
Miniature of Instrumental Variables: An Econometrician's Perspective
Instrumental Variables: An Econometrician's Perspective
Miniature of Machine Learning for Estimating Heterogeneous Casual Effects
Machine Learning for Estimating Heterogeneous Casual Effects

17 potential outcomes 6 causal inference 4 propensity score 3 computer science 3 generalized propensity score 3 matching 3 mathematics 3 multi-level treatments 3 propensity score matching 3 sparse estimation 3 statistics 3 subclassification 3 unconfoundedness 2 adaptive nearest neighbors matching 2 advanced causal inference techniques 2 average treatment effect 2 average treatment effects 2 econometrics 2 economics 2 inference 2 medicine 2 noncompliance 2 quantile treatment effects 2 randomized experiments 2 regression analysis 2 sample size determination 2 selection models 2 semi-parametric efficiency bound 2 simultaneous equations models 2 statistical methods and inference 2 statistics and probability 2 traditional medicine 2 treatment effect 2 treatment effectiveness 2 unconfoundedness. 1 A/B/N testing 1 Gaussian distribution 1 advertising 1 algorithm 1 artificial intelligence 1 asymptotic normality 1 auction theory and applications 1 business 1 causality 1 chemistry 1 chromatography 1 common value auction 1 competitor analysis 1 consumer market behavior and pricing 1 convergence (economics) 1 cross-validation 1 database 1 descriptive and causal estimands 1 descriptive statistics 1 digital advertising 1 dimension (graph theory) 1 disposition (philosophy) 1 ecommerce 1 economic growth 1 estimator 1 experimentation 1 finite population 1 health systems, economic evaluations, quality of life 1 heterogeneity 1 heterogeneous treatment effects 1 high-dimensional model representation 1 incomplete confounders 1 inference (logic) 1 job training 1 location 1 major trauma 1 marketing 1 matching (statistics) 1 media influence and politics 1 mediators 1 microeconomics 1 missing data 1 nonparametric estimation 1 nonparametric models 1 observational data 1 observational study 1 order-statistics 1 platforms 1 principal stratification 1 programming language 1 propensity score estimation 1 public health 1 pure mathematics 1 random forest algorithms 1 residual 1 sample (material) 1 scalability 1 scientific observation 1 service (business) 1 set (abstract data type) 1 simulation methods & models 1 statistical methods and bayesian inference 1 supervised machine learning 1 surrogate index 1 surrogate outcomes 1 surrogate scpore 1 treatment of fibromyalgia 1 uncertainty