Longitudinal incremental propensity score interventions for limited resource settings

DOI10.1111/BIOM.13859zbMATH Open1543.62636MaRDI QIDQ6589287

Aaron L. Sarvet, Kerollos N. Wanis, Mats J. Stensrud, Jessica G. Young, Roberto Hernandez-Alejandro

Publication date: 19 August 2024

Published in: Biometrics (Search for Journal in Brave)

zbMATH Keywords

causal inferencenonparametric methodslifetime and survival analysis

Mathematics Subject Classification ID

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

Cites Work

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• Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data
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• Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies
• Estimating optimal dynamic treatment strategies under resource constraints using dynamic marginal structural models
• Optimal individualized treatments in resource-limited settings
• Targeted maximum likelihood learning

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