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Causal Models for Longitudinal and Panel Data: A Survey
- GSB Authors: Guido Imbens
- Date: 2024-06-28
- Publication Type: Articles
- Publication: The Econometrics 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
Estimated Average Treatment Effect of Psychiatric Hospitalization in Patients with Suicidal Behaviors
- GSB Authors: Stefan Wager
- Date: 2023-10-18
- Publication Type: Articles
- Publication: JAMA Psychiatry
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
Uncovering Interpretable Potential Confounders in Electronic Medical Records
- GSB Authors: Susan Athey
- Date: 2022-02-23
- Publication Type: Articles
- Publication: Nature Communications
Stable Learning Establishes Some Common Ground Between Causal Inference and Machine Learning
- GSB Authors: Susan Athey
- Date: 2022-02-23
- Publication Type: Articles
- Publication: Nature Machine Intelligence
Pharmacogenetic Testing Among Patients with Mood and Anxiety Disorders Is Associated with Decreased Utilization and Cost: A Propensity-Score Matched Study
- GSB Authors: Guido Imbens
- Date: 2018-05-07
- Publication Type: Articles
- Publication: Depression and Anxiety
Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
- GSB Authors: Susan Athey
- Date: 2018-02-15
- Publication Type: Articles
- Publication: Journal of the Royal Statistical Society, Series B: Statistical Methodology