Nonparametric Estimation of the Causal Effect of a Stochastic Threshold-Based Intervention

DOI10.1111/biom.13690zbMath1522.62241OpenAlexW4229336054MaRDI QIDQ6055850

Wen-bo Zhang, Peter B. Gilbert, Unnamed Author

Publication date: 30 October 2023

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.13690

zbMATH Keywords

causal inferencethreshold estimationstochastic interventionvaccine trialsnonparametric efficient estimationtargeted minimum-loss estimation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Doubly Robust Estimation in Missing Data and Causal Inference Models
• Unified methods for censored longitudinal data and causality
• Nonparametric inference for immune response thresholds of risk in vaccine studies
• Adaptive confidence bands
• Asymptotic Statistics
• Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
• One‐step targeted maximum likelihood estimation for time‐to‐event outcomes
• Double/debiased machine learning for treatment and structural parameters
• Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies

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