Data‐adaptive longitudinal model selection in causal inference with collaborative targeted minimum loss‐based estimation

DOI10.1111/BIOM.13135zbMath1451.62139OpenAlexW2968938401WikidataQ92519730 ScholiaQ92519730MaRDI QIDQ5128783

Joel Sango, Steve Ferreira Guerra, Mireille E. Schnitzer

Publication date: 26 October 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.13135

zbMATH Keywords

targeted minimum loss-based estimationcollaborative double robustnesssaturated marginal structural model

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10)

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Comment: Increasing real world usage of targeted minimum loss-based estimators

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