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Miniature of On Synthetic Difference-In-Differences and Related Estimation Methods in Stata
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


Miniature of What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?
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


Miniature of A Design-Based Perspective on Synthetic Control Methods
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


Miniature of How Do Social Media Feed Algorithms Affect Attitudes and Behavior in an Election Campaign?
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


Miniature of Semi-Parametric Estimation of Treatment Effects in Randomised Experiments
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


Miniature of Bayesianism and Wishful Thinking Are Compatible
Bayesianism and Wishful Thinking Are Compatible
  • GSB Authors: David Melnikoff
  • Date: 2023-02-23
  • Publication Type: Articles
  • Publication: Nature Human Behaviour


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
  • GSB Authors: Stefan Wager
  • Date: 2023-02-01
  • Publication Type: Articles
  • Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology


Miniature of Unstable Inference from Banks' Stable Net Interest Margins
Unstable Inference from Banks' Stable Net Interest Margins
  • GSB Authors: Juliane Begenau
  • Date: 2022-06-21
  • 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 Counterfactual Inference for Consumer Choice Across Many Product Categories
Counterfactual Inference for Consumer Choice Across Many Product Categories
  • GSB Authors: Susan Athey
  • Date: 2019-06-06
  • Publication Type: Working Papers


Miniature of Machine Learning Methods Economists Should Know About
Machine Learning Methods Economists Should Know About
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2019-03-24
  • Publication Type: Working Papers


Miniature of Offline Multi-Action Policy Learning: Generalization and Optimization
Offline Multi-Action Policy Learning: Generalization and Optimization
  • GSB Authors: Susan Athey | Stefan Wager
  • Date: 2018-10-10
  • 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 Estimation Considerations in Contextual Bandits
Estimation Considerations in Contextual Bandits
  • GSB Authors: Susan Athey | Guido Imbens
  • Date: 2017-11-19
  • 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 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 Causal Inference for Statistics, Social, and Biomedical Sciences
Causal Inference for Statistics, Social, and Biomedical Sciences
  • GSB Authors: Guido Imbens
  • Date: 2015-04-06
  • Publication Type: Books


Miniature of Bayesian Inference Does Not Lead You Astray...on Average
Bayesian Inference Does Not Lead You Astray...on Average
  • GSB Authors: David Kreps
  • Date: 2014-08-01
  • Publication Type: Working Papers