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Doubly Robust Treatment Effect Estimation with Missing Attributes
- GSB Authors: Stefan Wager
- Date: 2020-09-18
- Publication Type: Articles
- Publication: The Annals of Applied Statistics
Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests
- GSB Authors: Stefan Wager | Susan Athey
- Date: 2018-06-06
- Publication Type: Articles
- Publication: Journal of the American Statistical Association
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
Sampling-Based Versus Design-Based Uncertainty in Regression Analysis
- GSB Authors: Susan Athey | Guido Imbens
- Date: 2020-02-05
- Publication Type: Articles
- Publication: Econometrica
Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments
- GSB Authors: Guido Imbens
- Date: 2016-03-17
- Publication Type: Articles
- Publication: Biometrics
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
Instrumental Variables: An Econometrician's Perspective
- GSB Authors: Guido Imbens
- Date: 2014-08-01
- Publication Type: Articles
- Publication: Statistical Science