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Miniature of Preference Externality Estimators: A Comparison of Border Approaches and Ivs
Preference Externality Estimators: A Comparison of Border Approaches and Ivs
Miniature of Federated Causal Inference in Heterogeneous Observational Data
Federated Causal Inference in Heterogeneous Observational Data
Miniature of A Design-Based Perspective on Synthetic Control Methods
A Design-Based Perspective on Synthetic Control Methods
Miniature of Off-Policy Evaluation in Partially Observed Markov Decision Processes Under Sequential Ignorability
Off-Policy Evaluation in Partially Observed Markov Decision Processes Under Sequential Ignorability
Miniature of Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
Miniature of Causality in Econometrics: Choice Vs Chance
Causality in Econometrics: Choice Vs Chance
Miniature of Random Graph Asymptotics for Treatment Effect Estimation Under Network Interference
Random Graph Asymptotics for Treatment Effect Estimation Under Network Interference
Miniature of Causality Redux: The Evolution of Empirical Methods in Accounting Research and the Growth of Quasi-Experiments
Causality Redux: The Evolution of Empirical Methods in Accounting Research and the Growth of Quasi-Experiments
Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
Miniature of Stable Learning Establishes Some Common Ground Between Causal Inference and Machine Learning
Stable Learning Establishes Some Common Ground Between Causal Inference and Machine Learning
Miniature of How Much Should We Trust Staggered Difference-In-Differences Estimates?
How Much Should We Trust Staggered Difference-In-Differences Estimates?
Miniature of Average Direct and Indirect Causal Effects Under Interference
Average Direct and Indirect Causal Effects Under Interference
Miniature of Counterfactual Inference for Consumer Choice Across Many Product Categories
Counterfactual Inference for Consumer Choice Across Many Product Categories
Miniature of A Causal Bootstrap
A Causal Bootstrap
Miniature of Learning When-To-Treat Policies
Learning When-To-Treat Policies
Miniature of Local Linear Forests
Local Linear Forests
Miniature of Quasi-Oracle Estimation of Heterogeneous Treatment Effects
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
Miniature of Doubly Robust Treatment Effect Estimation with Missing Attributes
Doubly Robust Treatment Effect Estimation with Missing Attributes
Miniature of Generalized Random Forests
Generalized Random Forests
Miniature of Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
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 Matching on the Estimated Propensity Score
Matching on the Estimated Propensity Score
Miniature of Causal Inference in Accounting Research
Causal Inference in Accounting Research
Miniature of Experimental Design in Marketplaces
Experimental Design in Marketplaces

24 Articles

24 causal inference 4 econometrics 4 propensity score 3 experimental design 3 observational studies 3 treatment effectiveness 2 accounting 2 heterogeneous treatment effects 2 inference 2 interference 2 machine learning 2 potential outcome 2 potential outcomes 2 propensity score matching 2 sequential ignorability 1 Choo–Siow model 1 Lepski's method 1 accounting research 1 acquisition of data methodology 1 adults 1 advertising and media 1 analysis of variance 1 asymptotic normality 1 asymptotic theory 1 average match function 1 average treatment effects 1 boosting 1 bootstrap 1 borderlands 1 c18 1 c190 1 c51 1 casual inference 1 causal effects 1 causal inferences 1 causality 1 censored data 1 central limit theorem 1 confidence intervals 1 consistency 1 consumer demand 1 consumer preferences 1 counterfactuals (logic) 1 decision rules 1 direct and indirect effects 1 disposition (philosophy) 1 economics 1 empirical research 1 empirical risk minimization 1 estimating individualized treatment 1 estimation theory 1 externalities 1 federated learning 1 field research 1 financial research 1 fixed effects model 1 forecasting 1 generalized propensity scores 1 graphon 1 grocery 1 heterogeneous treatment effect 1 high-dimensional model representation 1 identification 1 importance weighting 1 incomplete confounders 1 inference (logic) 1 instrumental variable 1 kernel regression 1 learning 1 local average treatment effects 1 m40 1 m41 1 major trauma 1 marketing 1 matching 1 matching estimators 1 matching theory 1 methodology 1 minimax regret 1 missing data 1 mixing time 1 models 1 multiple data sets 1 multiple randomization designs 1 natural experiments 1 observational data 1 online experimentation 1 panel data 1 partial identification 1 penalized regression 1 physicians 1 political advertising 1 price sensitivity 1 product attributes 1 program evaluation 1 propensity score estimation 1 propensity scores 1 public health 1 purchase history data 1 quasi-experimental methods 1 quasi-experiments 1 random forest 1 random forest algorithms 1 randomization 1 randomized clinical-trials 1 randomized controlled trial 1 randomized controlled trials 1 randomized trial 1 regression 1 regression analysis 1 reinforcement learning 1 research funding 1 research papers (students) 1 semiparametric efficiency 1 smoothing and nonparametric regression 1 social attitudes 1 sparse estimation 1 stochastic processes 1 structural modeling 1 structural models 1 structural-change 1 student teachers 1 survival analysis 1 tests 1 treatment rules 1 tree 1 two-sided marketplaces 1 units 1 variational inference 1 watchful waiting