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Showing 1 - 21 of 21 Records
On Synthetic Difference-In-Differences and Related Estimation Methods in Stata
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2024-12-24
- Publication Type: Articles
- Publication: The Stata Journal
What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?
- GSB Authors: Stefan Wager
- Date: 2024-01-31
- Publication Type: Articles
- Publication: The Annals of Applied Statistics
A Design-Based Perspective on Synthetic Control Methods
- GSB Authors: Guido Imbens | Jann Spiess
- Date: 2023-08-04
- Publication Type: Articles
- Publication: Journal of Business & Economic Statistics
How Do Social Media Feed Algorithms Affect Attitudes and Behavior in an Election Campaign?
- GSB Authors: Neil Malhotra
- Date: 2023-07-27
- Publication Type: Articles
- Publication: Science
Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
- GSB Authors: Guido Imbens | Susan Athey
- Date: 2023-07-19
- Publication Type: Articles
- Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Bayesianism and Wishful Thinking Are Compatible
- GSB Authors: David Melnikoff
- Date: 2023-02-23
- Publication Type: Articles
- Publication: Nature Human Behaviour
Estimating Heterogeneous Treatment Effects with Right-Censored Data Via Causal Survival Forests
- GSB Authors: Stefan Wager
- Date: 2023-02-01
- Publication Type: Articles
- Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology
Unstable Inference from Banks' Stable Net Interest Margins
- GSB Authors: Juliane Begenau
- Date: 2022-06-21
- Publication Type: Working Papers
Uncovering Interpretable Potential Confounders in Electronic Medical Records
- GSB Authors: Susan Athey
- Date: 2021-02-05
- Publication Type: Working Papers
Counterfactual Inference for Consumer Choice Across Many Product Categories
- GSB Authors: Susan Athey
- Date: 2019-06-06
- Publication Type: Working Papers
Machine Learning Methods Economists Should Know About
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2019-03-24
- Publication Type: Working Papers
Offline Multi-Action Policy Learning: Generalization and Optimization
- GSB Authors: Susan Athey | Stefan Wager
- Date: 2018-10-10
- 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
Estimation Considerations in Contextual Bandits
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2017-11-19
- 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 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
Causal Inference for Statistics, Social, and Biomedical Sciences
- GSB Authors: Guido Imbens
- Date: 2015-04-06
- Publication Type: Books
Bayesian Inference Does Not Lead You Astray...on Average
- GSB Authors: David Kreps
- Date: 2014-08-01
- Publication Type: Working Papers