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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
  • GSB Authors: Susan Athey
  • Date: 2022-11-22
  • Publication Type: Working Papers


Miniature of Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
  • GSB Authors: Sridhar Narayanan
  • Date: 2021-10-01
  • Publication Type: Working Papers


Miniature of Semiparametric Estimation of Treatment Effects in Randomized Experiments
Semiparametric Estimation of Treatment Effects in Randomized Experiments
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2021-09-01
  • Publication Type: Working Papers


Miniature of Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
  • GSB Authors: Guido Imbens
  • Date: 2021-07-29
  • Publication Type: Working Papers


Miniature of Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
  • GSB Authors: Susan Athey
  • Date: 2021-06-03
  • Publication Type: Working Papers


Miniature of Policy Learning with Adaptively Collected Data
Policy Learning with Adaptively Collected Data
  • GSB Authors: Susan Athey
  • Date: 2021-05-05
  • Publication Type: Working Papers


Miniature of Uncovering Interpretable Potential Confounders in Electronic Medical Records
Uncovering Interpretable Potential Confounders in Electronic Medical Records
  • GSB Authors: Susan Athey
  • Date: 2021-02-05
  • Publication Type: Working Papers


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
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2020-06-17
  • Publication Type: Working Papers


Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive Experiments
  • GSB Authors: Stefan Wager | Susan Athey
  • Date: 2019-11-07
  • Publication Type: Working Papers


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
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2019-11-01
  • Publication Type: Working Papers


Miniature of Estimating Treatment Effects with Causal Forests: An Application
Estimating Treatment Effects with Causal Forests: An Application
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2019-02-20
  • Publication Type: Working Papers


Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2018-10-01
  • Publication Type: Working Papers


Miniature of Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2018-08-01
  • Publication Type: Working Papers


Miniature of Local Linear Forests
Local Linear Forests
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2018-07-30
  • Publication Type: Working Papers


Miniature of When Should You Adjust Standard Errors for Clustering?
When Should You Adjust Standard Errors for Clustering?
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-10-09
  • Publication Type: Working Papers


Miniature of Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-06-06
  • Publication Type: Working Papers


Miniature of Efficient Policy Learning
Efficient Policy Learning
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers


Miniature of Policy Learning with Observational Data
Policy Learning with Observational Data
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2017-02-09
  • Publication Type: Working Papers


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
  • GSB Authors: Susan Athey | Guido Imbens | Stefan Wager
  • Date: 2016-04-25
  • Publication Type: Working Papers


Miniature of Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
  • GSB Authors: Susan Athey
  • Date: 2015-10-14
  • Publication Type: Working Papers


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
  • GSB Authors: Guido Imbens
  • Date: 2015-08-27
  • Publication Type: Working Papers


Miniature of Exact P-Values for Network Interference
Exact P-Values for Network Interference
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2015-07-01
  • Publication Type: Working Papers


Miniature of External Validity in Fuzzy Regression Discontinuity Designs
External Validity in Fuzzy Regression Discontinuity Designs
  • GSB Authors: Guido Imbens
  • Date: 2014-12-01
  • Publication Type: Working Papers