A doubly robust weighting estimator of the average treatment effect on the treated

DOI10.1002/STA4.205MaRDI QIDQ6541479

Olli Saarela, David A. Stephens, Erica E. M. Moodie

Publication date: 19 May 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

statistical modellingcausal inferencebiostatisticsmedical statistics

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Semiparametric theory and missing data.
• Model assessment in dynamic treatment regimen estimation via double robustness
• The central role of the propensity score in observational studies for causal effects
• On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
• Bias-Corrected Matching Estimators for Average Treatment Effects
• Large Sample Properties of Matching Estimators for Average Treatment Effects
• Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Related Items (3)

Estimation of the average treatment effect on the treated with misclassified binary outcome ⋮ Causal inference in the absence of positivity: the role of overlap weights ⋮ Estimating average treatment effects for clustered RCTs with recruitment bias

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