One‐step targeted maximum likelihood estimation for time‐to‐event outcomes

DOI10.1111/BIOM.13172zbMath1468.62373OpenAlexW2983684857WikidataQ91290335 ScholiaQ91290335MaRDI QIDQ4998671

Weixin Cai

Publication date: 9 July 2021

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.13172

zbMATH Keywords

survival analysismachine learningcensored datacausal inferencesurvival curvetargeted maximum likelihood estimation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Reliability and life testing (62N05)

Related Items (4)

Targeted maximum likelihood estimation for causal inference in survival and competing risks analysis ⋮ Nonparametric Estimation of the Causal Effect of a Stochastic Threshold-Based Intervention ⋮ Discussion on “Adaptive enrichment designs with a continuous biomarker” by Nigel Stallard ⋮ Assumption-Lean Cox Regression

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