Statistical inference for data adaptive target parameters
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Publication:6632717
DOI10.1515/ijb-2015-0013MaRDI QIDQ6632717
Sara Kherad-Pajouh, Mark Johannes van der Laan, Alan E. Hubbard
Publication date: 5 November 2024
Published in: The International Journal of Biostatistics (Search for Journal in Brave)
clusteringcross-validationriskdata miningmachine learninginfluence curvesample splittingasymptotic linearityloss-functiontargeted maximum likelihood estimationsub-group analysissuper-learner
Cites Work
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- Asymptotics of cross-validated risk estimation in estimator selection and performance assess\-ment
- Bayesian inference for causal effects: The role of randomization
- Unified methods for censored longitudinal data and causality
- Statistical Analysis of Financial Data in S-Plus
- Super Learner
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