Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects
Fuente:
arXiv
Saved in:
| Main Authors: | Słoczyński, Tymon, Uysal, S. Derya, Wooldridge, Jeffrey M. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect
by: Słoczyński, Tymon, et al.
Published: (2022)
by: Słoczyński, Tymon, et al.
Published: (2022)
A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
by: Słoczyński, Tymon, et al.
Published: (2026)
by: Słoczyński, Tymon, et al.
Published: (2026)
When Should We (Not) Interpret Linear IV Estimands as LATE?
by: Słoczyński, Tymon
Published: (2020)
by: Słoczyński, Tymon
Published: (2020)
Quantifying the Internal Validity of Weighted Estimands
by: Poirier, Alexandre, et al.
Published: (2024)
by: Poirier, Alexandre, et al.
Published: (2024)
Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates
by: Deng, Yuhao, et al.
Published: (2026)
by: Deng, Yuhao, et al.
Published: (2026)
Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences
by: Imai, Shunsuke, et al.
Published: (2023)
by: Imai, Shunsuke, et al.
Published: (2023)
Doubly Robust Estimators with Weak Overlap
by: Ma, Yukun, et al.
Published: (2023)
by: Ma, Yukun, et al.
Published: (2023)
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference
by: Cattaneo, Matias D., et al.
Published: (2025)
by: Cattaneo, Matias D., et al.
Published: (2025)
Focused Weighted-Average Least Squares Estimator
by: Yin, Shou-Yung
Published: (2026)
by: Yin, Shou-Yung
Published: (2026)
A New and Efficient Debiased Estimation of General Treatment Models by Balanced Neural Networks Weighting
by: Wu, Zeqi, et al.
Published: (2025)
by: Wu, Zeqi, et al.
Published: (2025)
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
by: Jin, Jikai, et al.
Published: (2024)
by: Jin, Jikai, et al.
Published: (2024)
On the Identifying Power of Generalized Monotonicity for Average Treatment Effects
by: Bai, Yuehao, et al.
Published: (2024)
by: Bai, Yuehao, et al.
Published: (2024)
Bayesian Semiparametric Causal Inference: Targeted Doubly Robust Estimation of Treatment Effects
by: Sert, Gözde, et al.
Published: (2025)
by: Sert, Gözde, et al.
Published: (2025)
Double Robust Bayesian Inference on Average Treatment Effects
by: Breunig, Christoph, et al.
Published: (2022)
by: Breunig, Christoph, et al.
Published: (2022)
Randomization Inference For the Always-Reporter Average Treatment Effect
by: Chang, Haoge, et al.
Published: (2026)
by: Chang, Haoge, et al.
Published: (2026)
Identification and Estimation of Average Causal Effects in Fixed Effects Logit Models
by: Davezies, Laurent, et al.
Published: (2021)
by: Davezies, Laurent, et al.
Published: (2021)
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices
by: Kato, Masahiro, et al.
Published: (2024)
by: Kato, Masahiro, et al.
Published: (2024)
Dynamic Local Average Treatment Effects
by: Sojitra, Ravi B., et al.
Published: (2024)
by: Sojitra, Ravi B., et al.
Published: (2024)
Estimating Effects of Long-Term Treatments
by: Huang, Shan, et al.
Published: (2023)
by: Huang, Shan, et al.
Published: (2023)
Balancing Weights for Causal Mediation Analysis
by: Kawato, Kentaro
Published: (2025)
by: Kawato, Kentaro
Published: (2025)
Estimating Treatment Effects Under Bounded Heterogeneity
by: Kwon, Soonwoo, et al.
Published: (2025)
by: Kwon, Soonwoo, et al.
Published: (2025)
Educational Effects in Mathematics: Conditional Average Treatment Effect depending on the Number of Treatments
by: Nagai, Tomoko, et al.
Published: (2024)
by: Nagai, Tomoko, et al.
Published: (2024)
Direct Bias-Correction Term Estimation for Average Treatment Effect Estimation
by: Kato, Masahiro
Published: (2025)
by: Kato, Masahiro
Published: (2025)
Identification of Average Treatment Effects in Nonparametric Panel Models
by: Athey, Susan, et al.
Published: (2025)
by: Athey, Susan, et al.
Published: (2025)
Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
by: Chernozhukov, Victor, et al.
Published: (2024)
by: Chernozhukov, Victor, et al.
Published: (2024)
Robust Estimation and Inference in Panels with Interactive Fixed Effects
by: Armstrong, Timothy B., et al.
Published: (2022)
by: Armstrong, Timothy B., et al.
Published: (2022)
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators
by: Cattaneo, Matias D., et al.
Published: (2022)
by: Cattaneo, Matias D., et al.
Published: (2022)
Double Debiased Covariate Shift Adaptation Robust to Density-Ratio Estimation
by: Kato, Masahiro, et al.
Published: (2023)
by: Kato, Masahiro, et al.
Published: (2023)
Anytime-Valid Inference in Adaptive Experiments: Covariate Adjustment and Balanced Power
by: Molitor, Daniel, et al.
Published: (2025)
by: Molitor, Daniel, et al.
Published: (2025)
Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects
by: Kato, Masahiro
Published: (2024)
by: Kato, Masahiro
Published: (2024)
Doubly Robust Inference in Causal Latent Factor Models
by: Abadie, Alberto, et al.
Published: (2024)
by: Abadie, Alberto, et al.
Published: (2024)
Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments
by: Chihara, Naoki, et al.
Published: (2026)
by: Chihara, Naoki, et al.
Published: (2026)
A Note on Doubly Robust Estimator in Regression Discontinuity Designs
by: Kato, Masahiro
Published: (2024)
by: Kato, Masahiro
Published: (2024)
Covariance Function Estimation for High-Dimensional Functional Time Series with Dual Factor Structures
by: Leng, Chenlei, et al.
Published: (2024)
by: Leng, Chenlei, et al.
Published: (2024)
Semi-Supervised Treatment Effect Estimation with Unlabeled Covariates for Prediction-Powered Causal Inference
by: Kato, Masahiro
Published: (2025)
by: Kato, Masahiro
Published: (2025)
Robust and Efficient Estimation of Potential Outcome Means under Random Assignment
by: Negi, Akanksha, et al.
Published: (2020)
by: Negi, Akanksha, et al.
Published: (2020)
Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory
by: Gilbert, Joshua B., et al.
Published: (2024)
by: Gilbert, Joshua B., et al.
Published: (2024)
Clustered Covariate Regression
by: Soale, Abdul-Nasah, et al.
Published: (2023)
by: Soale, Abdul-Nasah, et al.
Published: (2023)
PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units
by: Kato, Masahiro, et al.
Published: (2025)
by: Kato, Masahiro, et al.
Published: (2025)
Distributionally Robust Synthetic Control: Ensuring Robustness Against Highly Correlated Controls and Weight Shifts
by: Koo, Taehyeon, et al.
Published: (2025)
by: Koo, Taehyeon, et al.
Published: (2025)
Similar Items
-
Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect
by: Słoczyński, Tymon, et al.
Published: (2022) -
A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
by: Słoczyński, Tymon, et al.
Published: (2026) -
When Should We (Not) Interpret Linear IV Estimands as LATE?
by: Słoczyński, Tymon
Published: (2020) -
Quantifying the Internal Validity of Weighted Estimands
by: Poirier, Alexandre, et al.
Published: (2024) -
Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates
by: Deng, Yuhao, et al.
Published: (2026)