List View
Showing 1 - 23 of 23 Records
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
Machine Learning, Behavioral Targeting and Regression Discontinuity Designs
- GSB Authors: Sridhar Narayanan
- Date: 2021-10-01
- Publication Type: Working Papers
Semiparametric Estimation of Treatment Effects in Randomized Experiments
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2021-09-01
- Publication Type: Working Papers
Double-Robust Two-Way-Fixed-Effects Regression for Panel Data
- GSB Authors: Guido Imbens
- Date: 2021-07-29
- Publication Type: Working Papers
Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits
- GSB Authors: Susan Athey
- Date: 2021-06-03
- Publication Type: Working Papers
Policy Learning with Adaptively Collected Data
- GSB Authors: Susan Athey
- Date: 2021-05-05
- Publication Type: Working Papers
Uncovering Interpretable Potential Confounders in Electronic Medical Records
- GSB Authors: Susan Athey
- Date: 2021-02-05
- Publication Type: Working Papers
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
Confidence Intervals for Policy Evaluation in Adaptive Experiments
- GSB Authors: Stefan Wager | Susan Athey
- Date: 2019-11-07
- Publication Type: Working Papers
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
Estimating Treatment Effects with Causal Forests: An Application
- GSB Authors: Susan Athey | Stefan Wager
- Date: 2019-02-20
- Publication Type: Working Papers
Matrix Completion Methods for Causal Panel Data Models
- GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
- Date: 2018-10-01
- Publication Type: Working Papers
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
Local Linear Forests
- GSB Authors: Susan Athey | Stefan Wager
- Date: 2018-07-30
- Publication Type: Working Papers
When Should You Adjust Standard Errors for Clustering?
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2017-10-09
- Publication Type: Working Papers
Sampling-Based Vs. Design-Based Uncertainty in Regression Analysis
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2017-06-06
- Publication Type: Working Papers
Efficient Policy Learning
- GSB Authors: Susan Athey | Stefan Wager
- Date: 2017-02-09
- Publication Type: Working Papers
Policy Learning with Observational Data
- GSB Authors: Susan Athey | Stefan Wager
- Date: 2017-02-09
- Publication Type: Working Papers
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
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
- GSB Authors: Susan Athey
- Date: 2015-10-14
- Publication Type: Working Papers
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
- GSB Authors: Guido Imbens
- Date: 2015-08-27
- Publication Type: Working Papers
Exact P-Values for Network Interference
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2015-07-01
- Publication Type: Working Papers
External Validity in Fuzzy Regression Discontinuity Designs
- GSB Authors: Guido Imbens
- Date: 2014-12-01
- Publication Type: Working Papers