Imagen de Portada

Demystify Doubly-Robust Estimation: The Role of Overlap

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yang, Chengxin, Thomas, Laine E., Li, Fan
Formato:	Preprint
Publicado:	2026
Materias:	Methodology
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Doubly Robust Estimators with Weak Overlap
por: Ma, Yukun, et al.
Publicado: (2023)

What is Overlap Weighting, How Has it Evolved, and When to Use It for Causal Inference?
por: Lu, Haidong, et al.
Publicado: (2026)

The Role of Congeniality in Multiple Imputation for Doubly Robust Causal Estimation
por: McGowan, Lucy D'Agostino
Publicado: (2025)

How Much Weak Overlap Can Doubly Robust T-Statistics Handle?
por: Dorn, Jacob
Publicado: (2025)

Doubly Robust Nonparametric Efficient Estimation for Provider Evaluation
por: Susmann, Herbert, et al.
Publicado: (2024)

Why Is the Double-Robust Estimator for Causal Inference Not Doubly Robust for Variance Estimation?
por: Wu, Hao, et al.
Publicado: (2025)

Leveraging External Controls in Clinical Trials: Estimands, Estimation, Assumptions
por: Liu, Bo, et al.
Publicado: (2025)

Propensity score weighted Cox regression for survival outcomes in observational studies with multiple or factorial treatments
por: Zhao, Zixian, et al.
Publicado: (2026)

Sample size and power calculations for causal inference with time-to-event outcomes
por: Yang, Chengxin, et al.
Publicado: (2026)

Sample size and power calculations for causal inference of observational studies
por: Liu, Bo, et al.
Publicado: (2025)

Auto-Doubly Robust Estimation of Causal Effects on a Network
por: Liu, Jizhou, et al.
Publicado: (2025)

Copula-Based Endogeneity Correction for Doubly Robust Estimation of Treatment Effect
por: Shikalgar, Sahil, et al.
Publicado: (2026)

On Doubly Robust Estimation with Nonignorable Missing Data Using Instrumental Variables
por: Sun, Baoluo, et al.
Publicado: (2023)

Doubly Robust Estimation under Covariate-Induced Dependent Left Truncation
por: Wang, Yuyao, et al.
Publicado: (2022)

Doubly-Robust Functional Average Treatment Effect Estimation
por: Testa, Lorenzo, et al.
Publicado: (2025)

Sequentially Doubly Robust Estimation of Conditional Survival Probability with Time-Varying Covariates
por: Qiu, Hongxiang, et al.
Publicado: (2025)

Doubly-Robust Bayesian Estimation of Optimal Individualized Treatment Rules using Network Meta-Analysis
por: Wigle, Augustine, et al.
Publicado: (2026)

Doubly Robust Estimation of Desirability of Outcome Ranking (DOOR) Probability with Application to MDRO Studies
por: Shu, Shiyu, et al.
Publicado: (2026)

Doubly Robust Proximal Synthetic Controls
por: Qiu, Hongxiang, et al.
Publicado: (2022)

Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects
por: Słoczyński, Tymon, et al.
Publicado: (2023)

Direct Doubly Robust Estimation of Conditional Quantile Contrasts
por: Givens, Josh, et al.
Publicado: (2026)

Revisiting the Effects of Maternal Education on Adolescents' Academic Performance: Doubly Robust Estimation in a Network-Based Observational Study
por: McNealis, Vanessa, et al.
Publicado: (2023)

Doubly Robust Estimation of Causal Excursion Effects in Micro-Randomized Trials with Missing Longitudinal Outcomes
por: Yu, Jiaxin, et al.
Publicado: (2024)

Demystifying estimands in cluster-randomised trials
por: Kahan, Brennan C, et al.
Publicado: (2023)

Doubly Robust Targeted Estimation of Conditional Average Treatment Effects for Time-to-event Outcomes with Competing Risks
por: Li, Runjia, et al.
Publicado: (2024)

Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates
por: Deng, Yuhao, et al.
Publicado: (2026)

Doubly Robust Machine Learning for Population Size Estimation with Missing Covariates: Application to Gaza Conflict Mortality
por: Rubio, Mateo Dulce, et al.
Publicado: (2026)

Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing
por: Jain, Saksham, et al.
Publicado: (2026)

Improving Variance and Confidence Interval Estimation in Small-Sample Propensity Score Analyses: Bootstrap vs. Asymptotic Methods
por: Zhang, Baoshan, et al.
Publicado: (2025)

Doubly Robust Fusion of Many Treatments for Policy Learning
por: Zhu, Ke, et al.
Publicado: (2025)

Demystifying Spatial Confounding
por: Dupont, Emiko, et al.
Publicado: (2023)

Doubly robust estimation and sensitivity analysis for marginal structural quantile models
por: Cheng, Chao, et al.
Publicado: (2022)

Doubly Robust Estimation with Stabilized Weights for Binary Proximal Outcomes in Micro-Randomized Trials
por: Cha, Jinho, et al.
Publicado: (2025)

Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm
por: Witter, R. Teal, et al.
Publicado: (2024)

A Note on Doubly Robust Estimator in Regression Discontinuity Designs
por: Kato, Masahiro
Publicado: (2024)

Integrating Randomized Controlled Trial and External Control Data Using Balancing Weights: A Comparison of Estimands and Estimators
por: Wang, Peijin, et al.
Publicado: (2025)

Double Cross-fit Doubly Robust Estimators: Beyond Series Regression
por: McClean, Alec, et al.
Publicado: (2024)

Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
por: Shen, Ye, et al.
Publicado: (2021)

Using Overlap Weights to Address Extreme Propensity Scores in Estimating Restricted Mean Counterfactual Survival Times
por: Cao, Zhiqiang, et al.
Publicado: (2023)

Weight a Minute: Understanding Variability in PATE Estimates Across Target Populations
por: Stewart, William, et al.
Publicado: (2025)