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Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials - MaRDI portal

Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials (Q6625579)

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scientific article; zbMATH DE number 7932931
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Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials
scientific article; zbMATH DE number 7932931

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    Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials (English)
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    28 October 2024
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    augmentation
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    asymptotic efficiency
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    cross-validation
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    influence function
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    semiparametric theory
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    super learner
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