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Miniature of Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning
Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning
Miniature of Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
Miniature of Semiparametric Estimation of Treatment Effects in Randomized Experiments
Semiparametric Estimation of Treatment Effects in Randomized Experiments
Miniature of Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
Miniature of Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Miniature of Policy Learning with Adaptively Collected Data
Policy Learning with Adaptively Collected Data
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
Miniature of Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive Experiments
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 Estimating Treatment Effects with Causal Forests: An Application
Estimating Treatment Effects with Causal Forests: An Application
Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
Miniature of Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
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 Efficient Policy Learning
Efficient Policy Learning
Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
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
Miniature of Exact P-Values for Network Interference
Exact P-Values for Network Interference
Miniature of External Validity in Fuzzy Regression Discontinuity Designs
External Validity in Fuzzy Regression Discontinuity Designs
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23 Working Papers

23 mathematics 22 statistics 21 computer science 19 econometrics 18 statistics and probability 15 artificial intelligence 11 estimator 9 economics 9 machine learning 7 causal inference 7 inference 7 statistical methods and inference 6 mathematical optimization 6 medicine 6 physics 6 quantum mechanics 5 accounting 5 observational study 5 regression 5 sample size determination 5 statistical methods and bayesian inference 5 variance (accounting) 4 advanced bandit algorithms research 4 average treatment effect 4 chemistry 4 data mining 4 mathematical analysis 4 mathematical economics 4 perspective (graphical) 4 regret 4 statistical methods in clinical trials 3 algorithm 3 confounding 3 epistemology 3 instrumental variable 3 management science and operations research 3 outcome (game theory) 3 philosophy 3 programming language 3 propensity score matching 3 sample (material) 3 school choice and performance 2 budget constraint 2 business 2 chromatography 2 combinatorics 2 computer vision 2 confidence interval 2 context (archaeology) 2 convergence (economics) 2 covariate 2 demography 2 download 2 economic growth 2 estimation 2 filter (signal processing) 2 game theory and voting systems 2 gaussian 2 geography 2 health systems, economic evaluations, quality of life 2 internal medicine 2 labor market dynamics and wage inequality 2 leverage (statistics) 2 limit (mathematics) 2 management 2 microeconomics 2 observable 2 operating system 2 panel data 2 population 2 potential outcomes 2 psychology 2 radiology 2 random forest 2 randomized controlled trial 2 regression discontinuity design 2 sampling (signal processing) 2 selection (genetic algorithm) 2 set (abstract data type) 2 simplicity 2 sociology 2 term (time) 2 traditional medicine 2 treatment effect 2 variety (cybernetics) 2 weighting 2 world wide web 1 a-weighting 1 aerospace engineering 1 alternative hypothesis 1 applied mathematics 1 archaeology 1 arithmetic 1 bayesian modeling and causal inference 1 benchmark (surveying) 1 binary number 1 biochemistry 1 biology 1 causal effects 1 causal model 1 central limit theorem 1 class (philosophy) 1 cluster (spacecraft) 1 cluster analysis 1 cluster sampling 1 composite material 1 computer security 1 consumer market behavior and pricing 1 counterfactual thinking 1 data collection 1 difference in differences 1 differential privacy 1 dimension (graph theory) 1 discontinuity (linguistics) 1 double robustness 1 earnings 1 economic policies and impacts 1 efficiency analysis using dea 1 eigenvalues and eigenvectors 1 empirical welfare maximization 1 engineering 1 evaluation and performance assessment 1 experimental behavioral economics studies 1 exploit 1 extremum estimator 1 finance 1 fixed effects model 1 forcing (mathematics) 1 fraction (chemistry) 1 gender, labor, and family dynamics 1 gene 1 generalized propensity score 1 geodesy 1 hazard ratio 1 heuristic 1 index (typography) 1 kernel (algebra) 1 kernel regression 1 m-estimator 1 machine learning in healthcare 1 marketing 1 matching 1 matching (statistics) 1 materials science 1 matrix (chemical analysis) 1 matrix completion 1 matrix norm 1 mean squared error 1 minimax 1 minimax regret 1 missing data 1 multi-armed bandit 1 multi-level treatments 1 nonparametric statistics 1 null (sql) 1 null hypothesis 1 null model 1 observational equivalence 1 organic chemistry 1 paleontology 1 parametric statistics 1 pointwise 1 poverty, education, and child welfare 1 propensity score 1 pure mathematics 1 random assignment 1 randomized experiment 1 range (aeronautics) 1 receipt 1 regression analysis 1 regression discontinuity 1 reinforcement learning 1 residual 1 robust regression 1 robust statistics 1 robustness (evolution) 1 sampling design 1 selection bias 1 semiparametric efficiency 1 semiparametric model 1 smoothness 1 sparse estimation 1 spatial and panel data analysis 1 standard error 1 statistic 1 statistical hypothesis testing 1 statistical inference 1 statistical power 1 subclassification 1 thermodynamics 1 treatment effects 1 unconfoundedness 1 value (mathematics) 1 variable (mathematics)